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		<title>Twisted One 151's Weblog</title>
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		<title>Physics Friday 97</title>
		<link>http://twistedone151.wordpress.com/2009/11/13/physics-friday-97/</link>
		<comments>http://twistedone151.wordpress.com/2009/11/13/physics-friday-97/#comments</comments>
		<pubDate>Fri, 13 Nov 2009 09:17:55 +0000</pubDate>
		<dc:creator>twistedone151</dc:creator>
				<category><![CDATA[Math/Science]]></category>
		<category><![CDATA[Archimedes]]></category>
		<category><![CDATA[Buoyancy]]></category>
		<category><![CDATA[Center of Buoyancy]]></category>
		<category><![CDATA[Friday Physics]]></category>
		<category><![CDATA[physics]]></category>
		<category><![CDATA[Torque]]></category>

		<guid isPermaLink="false">http://twistedone151.wordpress.com/?p=1765</guid>
		<description><![CDATA[Suppose we have a cube, of edge length L, with mass M symmetrically distributed so that the geometric center of the cube is the center of mass.  Suppose we have a fluid with density &#961;, such that  (the average density of the cube is less than that of the fluid), so that the [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=twistedone151.wordpress.com&blog=2556806&post=1765&subd=twistedone151&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>Suppose we have a cube, of edge length <em>L</em>, with mass <em>M</em> symmetrically distributed so that the geometric center of the cube is the center of mass.  Suppose we have a fluid with density <em>&rho;</em>, such that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\rho\lt\frac{M}{L^3}"> (the average density of the cube is less than that of the fluid), so that the cube will float in the fluid.  If the cube is floating such that the upper face is entirely outside the fluid, and is tipped toward one edge by an angle <em>&theta;</em> from the horizontal, then what is the torque on the cube about its center?<br />
<span id="more-1765"></span><br />
<br />
Let us define the ratio of the densities of the cube and the fluid as <em>xi;</em>, so that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\xi\equiv\frac{M}{\rho{L^3}}">.  Then 0&lt;<em>xi;</em>&lt;1.  Then via <a href="http://twistedone151.wordpress.com/2008/04/11/physics-friday-15-hydrostatics/">Archimedes&#8217; Principle</a>, the weight of fluid displaced equals the weight of the cube, and thus the volume <em>V<sub>d</sub></em> of fluid displaced can be found:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}Mg&amp;=&amp;\rho{V_d}g\\\rho{V_d}&amp;=&amp;M\\V_d&amp;=&amp;\frac{M}{\rho}\end{eqnarray}">,<br />
or, using <em>M</em>=<em>&xi;&rho;L</em><sup>3</sup>, <em>V<sub>d</sub></em>=<em>&xi;L</em><sup>3</sup>, and <em>xi;</em> is also the fraction of the cube submerged.<br />
<br />
<a href="http://twistedone151.files.wordpress.com/2009/11/floatcubefig1.png"><img src="http://twistedone151.files.wordpress.com/2009/11/floatcubefig1.png?w=358&#038;h=384" alt="Figure 1" title="FloatCubeFig1" width="358" height="384" class="aligncenter size-full wp-image-1766" /></a><br />
<br />
Now, if it is tilted at an angle <em>&theta;</em>, the submerged portion is a trapezoidal prism; if the trapezoid has bases <em>b</em><sub>1</sub> and <em>b</em><sub>2</sub>, then it has area <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?A=\frac{1}{2}L(b_1+b_2)">, and thus the prism has volume <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{1}{2}L^2(b_1+b_2)">, which, equating to the above, tells us<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\frac{1}{2}L^2(b_1+b_2)&amp;=L^3\\b_1+b_2&amp;=&amp;2\xi{L}\end{eqnarray}">.<br />
Our geometry tells us that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?b_2-b_1=L\tan\theta">; combining, we see<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?b_1=L\left(\xi-\frac{1}{2}\tan\theta\right)"><br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?b_2=L\left(\xi+\frac{1}{2}\tan\theta\right)">,<br />
and to keep the upper face &#8220;dry,&#8221; we have<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}b_2&amp;\lt&amp;L\\L\left(\xi+\frac{1}{2}\tan\theta\right)&amp;\lt&amp;L\\\xi+\frac{1}{2}\tan\theta&amp;\lt&amp;1\\\tan\theta&amp;\lt&amp;2(1-\xi)\\\theta&amp;\lt&amp;\arctan\left(2(1-\xi)\right)\end{eqnarray}">.<br />
<br />
Now, the <a href="http://twistedone151.wordpress.com/2009/11/06/physics-friday-96/">center of buoyancy</a> is located at the <a href="http://en.wikipedia.org/wiki/Centroid">centroid</a> of the trapezoidal prism.  By symmetry, this center will be in the plane halfway between the trapezoidal faces of the prism.  Using <em>xy</em> coordinates on this plane with the origin at the center of the cube and with the axes along those of the cube, we find the center of buoyancy to be the centroid of the cross-section trapezoid.<br />
<br />
<a href="http://twistedone151.files.wordpress.com/2009/11/floatcubefig2.png"><img src="http://twistedone151.files.wordpress.com/2009/11/floatcubefig2.png?w=358&#038;h=384" alt="Figure 2" title="FloatCubeFig2" width="358" height="384" class="aligncenter size-full wp-image-1767" /></a><br />
<br />
Now, using these coordinates, we see that the trapezoid is the region <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?-\frac{L}{2}\le{x}\le\frac{L}{2}">, <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?-\frac{L}{2}\le{y}\le\left(\xi-\frac{1}{2}\right)L+x\tan\theta">; the area of the trapezoid is <em>A</em>=<em>&xi;L</em><sup>2</sup>, so performing the double integrals for the centroid, we have<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}C_x&amp;=&amp;\frac{1}{A}\int_{-L/2}^{L/2}\int_{-L/2}^{(\xi-1/2)L+x\tan\theta}x\,dy\,dx\\&amp;=&amp;\frac{1}{A}\int_{-L/2}^{L/2}\left[xy\right]_{y=-L/2}^{(\xi-1/2)L+x\tan\theta}\,dx\\&amp;=&amp;\frac{1}{A}\int_{-L/2}^{L/2}\xi{L}x+x^2\tan\theta\,dx\\&amp;=&amp;\frac{1}{A}\left[\xi{L}\frac{x^2}{2}+\frac{1}{3}x^3\tan\theta\,dx\right]_{-L/2}^{L/2}\\&amp;=&amp;\frac{1}{\xi{L^2}}\frac{L^3\tan\theta}{12}\\C_x&amp;=&amp;\frac{L\tan\theta}{12\xi}\end{eqnarray}"><br />
and<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}C_y&amp;=&amp;\frac{1}{A}\int_{-L/2}^{L/2}\int_{-L/2}^{(\xi-1/2)L+x\tan\theta}y\,dy\,dx\\&amp;=&amp;\frac{1}{A}\int_{-L/2}^{L/2}\left[\frac{y^2}{2}\right]_{y=-L/2}^{(\xi-1/2)L+x\tan\theta}\,dx\\&amp;=&amp;\frac{1}{A}\int_{-L/2}^{L/2}\frac{1}{2}\left(x^2\tan^2\theta+(2\xi-1)Lx\tan\theta-\xi(1-\xi)L^2\right)\,dx\\&amp;=&amp;\frac{1}{A}\left[\frac{1}{6}x^3\tan^2\theta+\frac{(2\xi-1)L}{4}x^2\tan\theta-{\xi(1-\xi)L^2}{2}x\right]_{-L/2}^{L/2}\\&amp;=&amp;\frac{1}{\xi{L^2}}\left(\frac{L^3\tan^2\theta}{12}-\frac{\xi(1-\xi)}{2}\right)\\C_y&amp;=&amp;\frac{L\tan^2\theta}{24\xi}-\frac{L(1-\xi)}{2}\end{eqnarray}">.<br />
<br />
<a href="http://twistedone151.files.wordpress.com/2009/11/floatcubefig3.png"><img src="http://twistedone151.files.wordpress.com/2009/11/floatcubefig3.png?w=358&#038;h=384" alt="Figure 3" title="FloatCubeFig3" width="358" height="384" class="aligncenter size-full wp-image-1768" /></a><br />
<br />
Now, to convert these to coordinates with horizontal and vertical axes, we rotate coordinates by <em>&theta;</em>.  If x&#8217; is our horizontal axis and y&#8217; our vertical axis, then<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?x'=x\cos\theta+y\sin\theta\\y'=y\cos\theta-x\sin\theta">, so our center of buoyancy in these coordinates (with origin still at the center of our cube) is<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?(x',y')=\left(L\left[\frac{1+\sec^2\theta}{24\xi}-\frac{1-\xi}{2}\right]\sin\theta,-L\left[\frac{\sin\theta\tan\theta}{24\xi}+\frac{(1-\xi)}{2}\cos\theta\right]\right)"><br />
<br />
And so the torque is, with positive torque being in the direction to decrease <em>&theta;</em><br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\tau&amp;=&amp;(Mg)x'\\&amp;=&amp;\xi\rho{L^3}gL\left[\frac{1+\sec^2\theta}{24\xi}-\frac{1-\xi}{2}\right]\sin\theta\\&amp;=&amp;\rho{L^4}g\left[\frac{1+\sec^2\theta}{24}-\frac{\xi(1-\xi)}{2}\right]\sin\theta\end{eqnarray}">.<br /></p>
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		<media:content url="http://1.gravatar.com/avatar/720ab0d5c1c8669a6adb4f586c1d75ea?s=96&#38;d=identicon&#38;r=G" medium="image">
			<media:title type="html">twistedone151</media:title>
		</media:content>

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\rho\lt\frac{M}{L^3}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\xi\equiv\frac{M}{\rho{L^3}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}Mg&#38;=&#38;\rho{V_d}g\\\rho{V_d}&#38;=&#38;M\\V_d&#38;=&#38;\frac{M}{\rho}\end{eqnarray}" medium="image" />

		<media:content url="http://twistedone151.files.wordpress.com/2009/11/floatcubefig1.png" medium="image">
			<media:title type="html">FloatCubeFig1</media:title>
		</media:content>

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?A=\frac{1}{2}L(b_1+b_2)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{1}{2}L^2(b_1+b_2)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\frac{1}{2}L^2(b_1+b_2)&#38;=L^3\\b_1+b_2&#38;=&#38;2\xi{L}\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?b_2-b_1=L\tan\theta" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?b_1=L\left(\xi-\frac{1}{2}\tan\theta\right)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?b_2=L\left(\xi+\frac{1}{2}\tan\theta\right)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}b_2&#38;\lt&#38;L\\L\left(\xi+\frac{1}{2}\tan\theta\right)&#38;\lt&#38;L\\\xi+\frac{1}{2}\tan\theta&#38;\lt&#38;1\\\tan\theta&#38;\lt&#38;2(1-\xi)\\\theta&#38;\lt&#38;\arctan\left(2(1-\xi)\right)\end{eqnarray}" medium="image" />

		<media:content url="http://twistedone151.files.wordpress.com/2009/11/floatcubefig2.png" medium="image">
			<media:title type="html">FloatCubeFig2</media:title>
		</media:content>

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?-\frac{L}{2}\le{x}\le\frac{L}{2}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?-\frac{L}{2}\le{y}\le\left(\xi-\frac{1}{2}\right)L+x\tan\theta" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}C_x&#38;=&#38;\frac{1}{A}\int_{-L/2}^{L/2}\int_{-L/2}^{(\xi-1/2)L+x\tan\theta}x\,dy\,dx\\&#38;=&#38;\frac{1}{A}\int_{-L/2}^{L/2}\left[xy\right]_{y=-L/2}^{(\xi-1/2)L+x\tan\theta}\,dx\\&#38;=&#38;\frac{1}{A}\int_{-L/2}^{L/2}\xi{L}x+x^2\tan\theta\,dx\\&#38;=&#38;\frac{1}{A}\left[\xi{L}\frac{x^2}{2}+\frac{1}{3}x^3\tan\theta\,dx\right]_{-L/2}^{L/2}\\&#38;=&#38;\frac{1}{\xi{L^2}}\frac{L^3\tan\theta}{12}\\C_x&#38;=&#38;\frac{L\tan\theta}{12\xi}\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}C_y&#38;=&#38;\frac{1}{A}\int_{-L/2}^{L/2}\int_{-L/2}^{(\xi-1/2)L+x\tan\theta}y\,dy\,dx\\&#38;=&#38;\frac{1}{A}\int_{-L/2}^{L/2}\left[\frac{y^2}{2}\right]_{y=-L/2}^{(\xi-1/2)L+x\tan\theta}\,dx\\&#38;=&#38;\frac{1}{A}\int_{-L/2}^{L/2}\frac{1}{2}\left(x^2\tan^2\theta+(2\xi-1)Lx\tan\theta-\xi(1-\xi)L^2\right)\,dx\\&#38;=&#38;\frac{1}{A}\left[\frac{1}{6}x^3\tan^2\theta+\frac{(2\xi-1)L}{4}x^2\tan\theta-{\xi(1-\xi)L^2}{2}x\right]_{-L/2}^{L/2}\\&#38;=&#38;\frac{1}{\xi{L^2}}\left(\frac{L^3\tan^2\theta}{12}-\frac{\xi(1-\xi)}{2}\right)\\C_y&#38;=&#38;\frac{L\tan^2\theta}{24\xi}-\frac{L(1-\xi)}{2}\end{eqnarray}" medium="image" />

		<media:content url="http://twistedone151.files.wordpress.com/2009/11/floatcubefig3.png" medium="image">
			<media:title type="html">FloatCubeFig3</media:title>
		</media:content>

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?x'=x\cos\theta+y\sin\theta\\y'=y\cos\theta-x\sin\theta" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?(x',y')=\left(L\left[\frac{1+\sec^2\theta}{24\xi}-\frac{1-\xi}{2}\right]\sin\theta,-L\left[\frac{\sin\theta\tan\theta}{24\xi}+\frac{(1-\xi)}{2}\cos\theta\right]\right)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\tau&#38;=&#38;(Mg)x'\\&#38;=&#38;\xi\rho{L^3}gL\left[\frac{1+\sec^2\theta}{24\xi}-\frac{1-\xi}{2}\right]\sin\theta\\&#38;=&#38;\rho{L^4}g\left[\frac{1+\sec^2\theta}{24}-\frac{\xi(1-\xi)}{2}\right]\sin\theta\end{eqnarray}" medium="image" />
	</item>
		<item>
		<title>Monday Math 96</title>
		<link>http://twistedone151.wordpress.com/2009/11/09/monday-math-96/</link>
		<comments>http://twistedone151.wordpress.com/2009/11/09/monday-math-96/#comments</comments>
		<pubDate>Mon, 09 Nov 2009 09:09:48 +0000</pubDate>
		<dc:creator>twistedone151</dc:creator>
				<category><![CDATA[Math/Science]]></category>
		<category><![CDATA[Factoring]]></category>
		<category><![CDATA[Geometric Series]]></category>
		<category><![CDATA[Math]]></category>
		<category><![CDATA[Monday Math]]></category>

		<guid isPermaLink="false">http://twistedone151.wordpress.com/2009/11/09/monday-math-96/</guid>
		<description><![CDATA[A useful polynomial factoring rule is that for positive integer n, the linear term x-y is a factor of .  More specifically,
;
expanding the right hand side of the above gives you the left after cancellation of various terms.
For example, for the first few values of n
;
;
;
;
;
and so on.

It is this which gives us the [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=twistedone151.wordpress.com&blog=2556806&post=1763&subd=twistedone151&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>A useful polynomial factoring rule is that for positive integer <em>n</em>, the linear term <em>x</em>-<em>y</em> is a factor of <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?x^n-y^n">.  More specifically,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?x^n-y^n=(x-y)\left(x^{n-1}+x^{n-2}y+\dots+xy^{n-2}+y^{n-1}\right)">;<br />
expanding the right hand side of the above gives you the left after cancellation of various terms.<br />
For example, for the first few values of <em>n</em><br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?x^1-y^1=x-y">;<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?x^2-y^2=(x-y)(x+y)">;<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?x^3-y^3=(x-y)(x^2+xy+y^2)">;<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?x^4-y^4=(x-y)(x^3+x^2y+xy^2+y^3)">;<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?x^5-y^5=(x-y)(x^4+x^3y+x^2y^2+xy^3+y^4)">;<br />
and so on.<br />
<br />
It is this which gives us the formula for a finite geometric series; letting <em>x</em>=<em>r</em>, <em>y</em>=1, and our power be <em>n</em>+1, then<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}r^{n+1}-1^{n+1}&amp;=&amp;(r-1)(r^n+r^{n-1}+\dots+r+1)\\r^{n+1}-1&amp;=&amp;(r-1)(1+r+\dots+r^{n-1}+r^n)\\1+r+\dots+r^{n-1}+r^n&amp;=&amp;\frac{r^{n+1}-1}{r-1}\\a_0+a_0r+\dots+a_0r^{n-1}+a_0r^n&amp;=&amp;a_0\frac{r^{n+1}-1}{r-1}\end{eqnarray}">.<br />
<br />
Further, note that if <em>x</em> and <em>y</em> are integers, then <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?x^{n-1}+x^{n-2}y+\dots+xy^{n-2}+y^{n-1}"> is also an integer, and thus the integer <em>x</em>-<em>y</em> is a factor of the integer <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?x^n-y^n">.<br />
<br />
Now, let <em>n</em> be odd.  If we let <em>x</em>=<em>a</em> and <em>y</em>=-<em>b</em>, then<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?x^n-y^n=(x-y)\left(x^{n-1}+x^{n-2}y+\dots+xy^{n-2}+y^{n-1}\right)"> becomes<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}a^n-(-b)^n&amp;=&amp;(a-(-b))\left(a^{n-1}+a^{n-2}(-b)+\dots+a(-b)^{n-2}+(-b)^{n-1}\right)\\a^n+b^n&amp;=&amp;(a+b)\left(a^{n-1}-a^{n-2}b+\dots+a^2b^{n-3}-ab^{n-2}+b^{n-1}\right)\end{eqnarray}"><br />
For example,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?x^1+y^1=x+y">;<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?x^3+y^3=(x+y)(x^2-xy+y^2)">;<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?x^5+y^5=(x+y)(x^4-x^3y+x^2y^2-xy^3+y^4)">;<br />
and so on.  And we see that  if <em>x</em> and <em>y</em> are integers, then <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?x^{n-1}-x^{n-2}y+\dots-xy^{n-2}+y^{n-1}"> is also an integer, and thus the integer <em>x</em>+<em>y</em> is a factor of the integer <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?x^n+y^n"> when <em>n</em> is odd.<br /></p>
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		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}r^{n+1}-1^{n+1}&#38;=&#38;(r-1)(r^n+r^{n-1}+\dots+r+1)\\r^{n+1}-1&#38;=&#38;(r-1)(1+r+\dots+r^{n-1}+r^n)\\1+r+\dots+r^{n-1}+r^n&#38;=&#38;\frac{r^{n+1}-1}{r-1}\\a_0+a_0r+\dots+a_0r^{n-1}+a_0r^n&#38;=&#38;a_0\frac{r^{n+1}-1}{r-1}\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?x^{n-1}+x^{n-2}y+\dots+xy^{n-2}+y^{n-1}" medium="image" />

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		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}a^n-(-b)^n&#38;=&#38;(a-(-b))\left(a^{n-1}+a^{n-2}(-b)+\dots+a(-b)^{n-2}+(-b)^{n-1}\right)\\a^n+b^n&#38;=&#38;(a+b)\left(a^{n-1}-a^{n-2}b+\dots+a^2b^{n-3}-ab^{n-2}+b^{n-1}\right)\end{eqnarray}" medium="image" />

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		<title>Physics Friday 96</title>
		<link>http://twistedone151.wordpress.com/2009/11/06/physics-friday-96/</link>
		<comments>http://twistedone151.wordpress.com/2009/11/06/physics-friday-96/#comments</comments>
		<pubDate>Fri, 06 Nov 2009 09:21:40 +0000</pubDate>
		<dc:creator>twistedone151</dc:creator>
				<category><![CDATA[Math/Science]]></category>
		<category><![CDATA[Buoyancy]]></category>
		<category><![CDATA[Center of Buoyancy]]></category>
		<category><![CDATA[Center of Mass]]></category>
		<category><![CDATA[Curl]]></category>
		<category><![CDATA[Divergence Theorem]]></category>
		<category><![CDATA[Friday Physics]]></category>
		<category><![CDATA[physics]]></category>
		<category><![CDATA[Torque]]></category>

		<guid isPermaLink="false">http://twistedone151.wordpress.com/?p=1760</guid>
		<description><![CDATA[Suppose, as in this post, we have a fluid of density &#961;, with some arbitrary three-dimensional object immersed in the fluid, occupying a volume V.  This object  has surface ∂V.  We saw that for any point on the surface, the pressure is , and the force on an area element is:
.  [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=twistedone151.wordpress.com&blog=2556806&post=1760&subd=twistedone151&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>Suppose, as in <a href="http://twistedone151.wordpress.com/2008/04/11/physics-friday-15-hydrostatics/">this post</a>, we have a fluid of density <em>&rho;</em>, with some arbitrary three-dimensional object immersed in the fluid, occupying a volume V.  This object  has surface ∂V.  We saw that for any point on the surface, the pressure is <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?P(x,y,z)=-\rho{g}z+C">, and the force on an area element is:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?d\mathbf{F}=-P\mathbf{\hat{n}}\,dS=-P\,d\mathbf{S}">.  Thus, the torque on that element is<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?d\mathbf{\tau}=\mathbf{d}\times\mathbf{F}=-\mathbf{r}\times{P}\mathbf{\hat{n}}\,dS={P}\mathbf{\hat{n}}\times\mathbf{r}\,dS">,<br />
where <strong>r</strong> is the coordinate vector to the element.  Recalling that for vectors <strong>v</strong> and <strong>w</strong> and scalar <em>a</em>,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{v}\times(a\mathbf{w})=a(\mathbf{v}\times\mathbf{w})=(a\mathbf{v})\times\mathbf{w}">, so since <em>P</em>(<em>x</em>,<em>y</em>,<em>z</em>) is a scalar, we see<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?d\mathbf{\tau}={P}\mathbf{\hat{n}}\times\mathbf{r}\,dS=\mathbf{\hat{n}}\times(P\mathbf{r})\,dS"><br />
and so the total torque (about the origin) is<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{\tau}=\iint_{\partial{V}}\mathbf{\hat{n}}\times(P\mathbf{r})\,dS">;<br />
and one form of the divergence theorem tells us that for vector field <strong>A</strong>,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\iint_{\partial{V}}\mathbf{\hat{n}}\times\mathbf{A}\,dS=\iiint_{V}\mathbf{\nabla}\times\mathbf{A}\,dV">.<br />
Thus<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{\tau}=\iiint_{V}\mathbf{\nabla}\times(P\mathbf{r})\,dS"><br />
Now, the product rule for the curl of the product of a scalar field <em>&psi;</em> and a vector field <strong>a</strong> is<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{\nabla}\times(\psi\mathbf{a})=\mathbf{\nabla}\psi\times\mathbf{a}+\psi\mathbf{\nabla}\times\mathbf{a}">.<br />
Now, applying that to <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{\nabla}\times(P\mathbf{r})">, and noting that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{\nabla}\times\mathbf{r}=0"> (as it is a radial vector field), and <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{\nabla}P=-\rho{g}\mathbf{\hat{z}}">, we see<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\mathbf{\tau}&amp;=&amp;\iiint_{V}\mathbf{\nabla}\times(P\mathbf{r})\,dV\\&amp;=&amp;\iiint_{V}\mathbf{\nabla}P\times\mathbf{r}+P\mathbf{\nabla}\times\mathbf{r}\,dV\\&amp;=&amp;-\iiint_{V}\rho{g}\mathbf{\hat{z}}\times\mathbf{r}\,dV\\&amp;=&amp;\rho{g}\iiint_{V}\mathbf{r}\times\mathbf{\hat{z}}\,dV\end{eqnarray}">.<br />
Now, since <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{\hat{z}}"> is a constant vector, it can be &#8220;factored out&#8221; of the integral:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\mathbf{\tau}&amp;=&amp;\rho{g}\iiint_{V}\mathbf{r}\times\mathbf{\hat{z}}\,dV\\&amp;=&amp;\rho{g}\left[\iiint_{V}\mathbf{r}\,dV\right]\times\mathbf{\hat{z}}\end{eqnarray}">.<br />
We recall that the total buoyant force on the object is <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{\vec{F}}=\rho{g}V\mathbf{\hat{z}}">; plugging this into the above, we see<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\mathbf{\tau}&amp;=&amp;\rho{g}\left[\iiint_{V}\mathbf{r}\,dV\right]\times\mathbf{\hat{z}}\\&amp;=&amp;\left[\iiint_{V}\mathbf{r}\,dV\right]\times\left(\frac{\mathbf{\vec{F}}}{V}\right)\\&amp;=&amp;\frac{1}{V}\left[\iiint_{V}\mathbf{r}\,dV\right]\times\left(\mathbf{\vec{F}}\right)\end{eqnarray}">.<br />
<br />
Now, recall that the center of mass of a region with density function <em>&rho;</em>(<em>x</em>,<em>y</em>,<em>z</em>) is <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{r}_{cm}=\frac{\iiint_{V}\rho(\mathbf{r})(\mathbf{r})\,dV}{\iiint_{V}\rho(\mathbf{r})\,dV}">.  If the density is a constant, it factors out of the integrals, and one gets <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{r}_{cm}=\frac{\iiint_{V}\mathbf{r}\,dV}{\iiint_{V}\,dV}=\frac{1}{V}\iiint_{V}\mathbf{r}\,dV">.  Thus, if we consider the volume as if it were filled with the fluid; that is to say, the volume of fluid displaced, its center of mass would be <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{r}_{b}=\frac{1}{V}\iiint_{V}\mathbf{r}\,dV">, and then we see that<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\mathbf{\tau}&amp;=&amp;\frac{1}{V}\left[\iiint_{V}\mathbf{r}\,dV\right]\times\left(\mathbf{\vec{F}}\right)\\&amp;=&amp;\mathbf{r}_{b}\times\mathbf{\vec{F}}\end{eqnarray}">,<br />
which is equivalent to the torque if the buoyant force acted entirely on the point <strong>r</strong><em><sub>b</sub></em>; this point is called the center of buoyancy.  Just as the force of gravity on an extended object can be treated as if it acts entirely on the center of mass, the buoyant force can be treated as if it acts entirely on the center of buoyancy.<br /></p>
Posted in Math/Science  <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gocomments/twistedone151.wordpress.com/1760/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/comments/twistedone151.wordpress.com/1760/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/twistedone151.wordpress.com/1760/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/twistedone151.wordpress.com/1760/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/twistedone151.wordpress.com/1760/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/twistedone151.wordpress.com/1760/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/twistedone151.wordpress.com/1760/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/twistedone151.wordpress.com/1760/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/twistedone151.wordpress.com/1760/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/twistedone151.wordpress.com/1760/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=twistedone151.wordpress.com&blog=2556806&post=1760&subd=twistedone151&ref=&feed=1" /></div>]]></content:encoded>
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		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?P(x,y,z)=-\rho{g}z+C" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?d\mathbf{F}=-P\mathbf{\hat{n}}\,dS=-P\,d\mathbf{S}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?d\mathbf{\tau}=\mathbf{d}\times\mathbf{F}=-\mathbf{r}\times{P}\mathbf{\hat{n}}\,dS={P}\mathbf{\hat{n}}\times\mathbf{r}\,dS" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{v}\times(a\mathbf{w})=a(\mathbf{v}\times\mathbf{w})=(a\mathbf{v})\times\mathbf{w}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?d\mathbf{\tau}={P}\mathbf{\hat{n}}\times\mathbf{r}\,dS=\mathbf{\hat{n}}\times(P\mathbf{r})\,dS" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{\tau}=\iint_{\partial{V}}\mathbf{\hat{n}}\times(P\mathbf{r})\,dS" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\iint_{\partial{V}}\mathbf{\hat{n}}\times\mathbf{A}\,dS=\iiint_{V}\mathbf{\nabla}\times\mathbf{A}\,dV" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{\tau}=\iiint_{V}\mathbf{\nabla}\times(P\mathbf{r})\,dS" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{\nabla}\times(\psi\mathbf{a})=\mathbf{\nabla}\psi\times\mathbf{a}+\psi\mathbf{\nabla}\times\mathbf{a}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{\nabla}\times(P\mathbf{r})" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{\nabla}\times\mathbf{r}=0" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{\nabla}P=-\rho{g}\mathbf{\hat{z}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\mathbf{\tau}&#38;=&#38;\iiint_{V}\mathbf{\nabla}\times(P\mathbf{r})\,dV\\&#38;=&#38;\iiint_{V}\mathbf{\nabla}P\times\mathbf{r}+P\mathbf{\nabla}\times\mathbf{r}\,dV\\&#38;=&#38;-\iiint_{V}\rho{g}\mathbf{\hat{z}}\times\mathbf{r}\,dV\\&#38;=&#38;\rho{g}\iiint_{V}\mathbf{r}\times\mathbf{\hat{z}}\,dV\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{\hat{z}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\mathbf{\tau}&#38;=&#38;\rho{g}\iiint_{V}\mathbf{r}\times\mathbf{\hat{z}}\,dV\\&#38;=&#38;\rho{g}\left[\iiint_{V}\mathbf{r}\,dV\right]\times\mathbf{\hat{z}}\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{\vec{F}}=\rho{g}V\mathbf{\hat{z}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\mathbf{\tau}&#38;=&#38;\rho{g}\left[\iiint_{V}\mathbf{r}\,dV\right]\times\mathbf{\hat{z}}\\&#38;=&#38;\left[\iiint_{V}\mathbf{r}\,dV\right]\times\left(\frac{\mathbf{\vec{F}}}{V}\right)\\&#38;=&#38;\frac{1}{V}\left[\iiint_{V}\mathbf{r}\,dV\right]\times\left(\mathbf{\vec{F}}\right)\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{r}_{cm}=\frac{\iiint_{V}\rho(\mathbf{r})(\mathbf{r})\,dV}{\iiint_{V}\rho(\mathbf{r})\,dV}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{r}_{cm}=\frac{\iiint_{V}\mathbf{r}\,dV}{\iiint_{V}\,dV}=\frac{1}{V}\iiint_{V}\mathbf{r}\,dV" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathbf{r}_{b}=\frac{1}{V}\iiint_{V}\mathbf{r}\,dV" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\mathbf{\tau}&#38;=&#38;\frac{1}{V}\left[\iiint_{V}\mathbf{r}\,dV\right]\times\left(\mathbf{\vec{F}}\right)\\&#38;=&#38;\mathbf{r}_{b}\times\mathbf{\vec{F}}\end{eqnarray}" medium="image" />
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		<title>Monday Math 95</title>
		<link>http://twistedone151.wordpress.com/2009/11/02/monday-math-95/</link>
		<comments>http://twistedone151.wordpress.com/2009/11/02/monday-math-95/#comments</comments>
		<pubDate>Mon, 02 Nov 2009 09:40:00 +0000</pubDate>
		<dc:creator>twistedone151</dc:creator>
				<category><![CDATA[Math/Science]]></category>
		<category><![CDATA[Dirichlet Convolution]]></category>
		<category><![CDATA[DIrichlet Inverse]]></category>
		<category><![CDATA[Dirichlet Series Generating Function]]></category>
		<category><![CDATA[Logarithmic Derivative]]></category>
		<category><![CDATA[Math]]></category>
		<category><![CDATA[Monday Math]]></category>
		<category><![CDATA[Riemann Zeta Function]]></category>
		<category><![CDATA[Von Mangoldt Function]]></category>

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		<description><![CDATA[A notable arithmetic function which is neither additive nor multiplicative is the von Mangoldt function, denoted &#923;(n).  It is defined as

It has a few notable properties.  First, consider .  Considering the prime factorization , we see that the only divisors d of n for which the von Mangoldt function is non-zero are [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=twistedone151.wordpress.com&blog=2556806&post=1754&subd=twistedone151&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>A notable arithmetic function which is neither additive nor multiplicative is the von Mangoldt function, denoted &Lambda;(<em>n</em>).  It is defined as<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\Lambda(n)=\left\{\begin{eqnarray}\ln{p}&amp;\;\;&amp;\text{if}\;{n=p^k},\;p\;\text{prime,}\;k\;\text{a%20positive%20integer,}\\{0}&amp;\;\;&amp;\text{otherwise.}\end{eqnarray}\right\."><br />
It has a few notable properties.  First, consider <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\sum_{d|n}\Lambda(d)">.  Considering the prime factorization <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?n=p_1^{k_1}p_2^{k_2}\cdots{p_r^{k_r}}">, we see that the only divisors <em>d</em> of <em>n</em> for which the von Mangoldt function is non-zero are <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?d=p_i^{k}">, <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?1\le{k}\le{k_i}">, with <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\lambda(p_i^{k})=\ln{p_i}">.  There are <em>k<sub>i</sub></em> terms for each <em>p<sub>i</sub></em>, so<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\sum_{d|n}\Lambda(d)&amp;=&amp;k_1\ln{p_1}+k_2\ln{p_2}+\cdots+k_r\ln{p_r}\\&amp;=&amp;\ln(p_1^{k_1}p_2^{k_2}\cdots{p_r^{k_r}})\\\sum_{d|n}\Lambda(d)&amp;=&amp;\ln{n}\end{eqnarray}">,<br />
or in terms of the <a href="http://twistedone151.wordpress.com/2009/10/05/monday-math-91/">Dirichlet convolution</a>, (&Lambda;*1)(<em>n</em>)=ln(<em>n</em>).  Note that since &Lambda;(1)=0, the von Mangoldt function has no <a href="http://twistedone151.wordpress.com/2009/10/12/monday-math-92/">Dirichlet inverse</a>.<br />
<br />
Now, let us consider a <em>completely</em> multiplicative function <em>f</em>(<em>n</em>), with Dirichlet inverse <em>f</em><sup>-1</sup>(<em>n</em>), and Dirichlet series generating function <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?F(s)=\sum_{n=1}^{\infty}\frac{f(n)}{n^s}">.  Now, let us consider the derivative of the Dirichlet series generating function.  Taking the derivative with respect to <em>s</em>,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?F'(s)=\sum_{n=1}^{\infty}\frac{\partial}{\partial{s}}\frac{f(n)}{n^s}=-\sum_{n=1}^{\infty}\frac{f(n)\ln{n}}{n^s}">.<br />
<br />
Next, let us consider the Dirichlet convolution of <em>f</em><sup>-1</sup>(<em>n</em>) and <em>f</em>(<em>n</em>)ln(<em>n</em>).  This is<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?[f^{-1}*(f\cdot\ln)](n)=\sum_{d|n}f^{-1}(d)f\left(\frac{n}{d}\right)\ln\left(\frac{n}{d}\right)">.<br />
For <em>n</em>=1, we note that ln(1)=0, so that the above is also zero in that case.  Now, for <em>n</em>&gt;1 with prime factorization <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?n=p_1^{k_1}p_2^{k_2}\cdots{p_r^{k_r}}">, we have <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?d=p_1^{i_1}p_2^{i_2}\cdots{p_r^{i_r}}">, with <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?0\le{i_1}\le{k_1},\;\;0\le{i_2}\le{k_2},\;\ldots,\;\;0\le{i_r}\le{k_r},\;\;">.  I showed <a href="http://twistedone151.wordpress.com/2009/10/19/monday-math-93/">here</a> that the Dirichlet inverse <em>f</em><sup>-1</sup>(<em>n</em>) of a completely multiplicative function <em>f</em>(<em>n</em>) is the multiplicative function with<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}\left(p^k\right)=\Large\left\{\begin{eqnarray}1&amp;,\;&amp;k={0}\\-f(p)&amp;,\;&amp;k=1\\{0}&amp;,\;&amp;k\gt1\end{eqnarray}\right\.">.<br />
Thus, <em>f</em><sup>-1</sup>(<em>d</em>)=0 whenever <em>d</em> is not squarefree, and so our terms are nonzero only when <em>i</em><sub>1</sub>, <em>i</em><sub>2</sub>, &hellip;, <em>i<sub>r</sub></em> are each either 0 or 1; this reduces our sum to 2<em><sup>r</sup></em> terms.  When all of the <em>i</em>s are zero, so that <em>d</em>=1, the term in the sum is <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(1)f(n)\ln(n)=f(n)\ln(n)">.<br />
Now, suppose that only one of the <em>i</em>s is zero, so that <em>d</em> is equal to one of the prime factors <em>p<sub>j</sub></em> of <em>n</em>.  Then<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}f^{-1}(d)f\left(\frac{n}{d}\right)\ln\left(\frac{n}{d}\right)&amp;=&amp;f^{-1}(p_j)f\left(\frac{n}{p_j}\right)\ln\left(\frac{n}{p_j}\right)\\&amp;=&amp;-f(p_j)f\left(\frac{n}{p_j}\right)(\ln{n}-\ln{p_j})\\&amp;=&amp;f(n)(\ln{p_j}-\ln{n})\end{eqnarray}">.<br />
Thus, for those cases where <em>n</em> has only one distinct prime factor, <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?n=p^k">, then<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?[f^{-1}*(f\cdot\ln)]\left(n\right)=(f(n)\ln{n})+f(n)(\ln{p}-\ln{n})=f(n)\ln(p)">.<br />
Next, for <em>d</em> a product of two distinct prime factors <em>p<sub>j</sub></em> and <em>p<sub>k</sub></em>,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}f^{-1}(d)f\left(\frac{n}{d}\right)\ln\left(\frac{n}{d}\right)&amp;=&amp;f^{-1}(p_jp_k)f\left(\frac{n}{p_jp_k}\right)\ln\left(\frac{n}{p_jp_k}\right)\\&amp;=&amp;f^{-1}(p_j)f^{-1}(p_k)f\left(\frac{n}{p_jp_k}\right)\ln\left(\frac{n}{p_jp_k}\right)\\&amp;=&amp;(-f(p_j))(-f(p_k))f\left(\frac{n}{p_j}\right)(\ln{n}-\ln{p_j}-\ln{p_k})\\&amp;=&amp;f(n)(\ln{n}-\ln{p_j}-\ln{p_k})\end{eqnarray}">.<br />
So for <em>n</em> with <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?r=\omega(n)=2">, we see<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\left[f^{-1}*(f\cdot\ln)\right]\left(n\right)&amp;=&amp;(f(n)\ln{n})+f(n)(\ln{p_1}-\ln{n})\\&amp;\:&amp;+f(n)(\ln{p_2}-\ln{n})+f(n)(\ln{n}-\ln{p_1}-\ln{p_2})\\&amp;=&amp;{0}\end{eqnarray}">.<br />
And when <em>d</em> is the product of <em>l</em> distinct primes (2&le;<em>l</em>&le;<em>r</em>), <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?d=p_1p_2\cdots{p_l}">, we see<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}f^{-1}(d)f\left(\frac{n}{d}\right)\ln\left(\frac{n}{d}\right)&amp;=&amp;f^{-1}(p_1p_2\cdots{p_l})f\left(\frac{n}{p_1p_2\cdots{p_l}}\right)\ln\left(\frac{n}{p_1p_2\cdots{p_l}}\right)\\&amp;=&amp;(-1)^{l}f(n)(\ln{n}-\ln{p_1}-ln{p_2}-\ldots-\ln{p_l})\end{eqnarray}">.<br />
Summing these, we see that an <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f(n)"> can be factored from each term.  Cancelling the logarithms, one finds that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?[f^{-1}*(f\cdot\ln)]\left(n\right)=0"> whenever <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?r=\omega(n)\gt1">, so that the Dirichlet convolution is a function that is nonzero only for <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?n=p^k">, <em>p</em> prime and <em>k</em> a positive integer; in that case, <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?[f^{-1}*(f\cdot\ln)]\left(p^k\right)=f\left(p^k)\ln{p}">.  Thus<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?[f^{-1}*(f\cdot\ln)]\left(n\right)=f(n)\Lambda(n)">.<br />
<br />
Now, using the <a href="http://twistedone151.wordpress.com/2009/10/26/monday-math-94/">relationship between Dirichlet convolution and Dirichlet series</a>, we have that the Dirichlet series generating function for <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f(n)\Lambda(n)"> is thus the product of those for <em>f</em><sup>-1</sup>(<em>n</em>) and <em>f</em>(<em>n</em>)ln(<em>n</em>); the former is <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{1}{F(s)}">, and we saw already that the latter is <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?-F'(s)">.  Thus we see that the logarithmic derivative of <em>F</em>(<em>s</em>) has series<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{F'(s)}{F(s)}=-\sum_{n=1}^{\infty}\frac{f(n)\Lambda(n)}{n^s}">.<br />
Letting the completely multiplicative function <em>f</em>(<em>n</em>) be 1(<em>n</em>), then we see<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{\zeta'(s)}{\zeta(s)}=-\sum_{n=1}^{\infty}\frac{\Lambda(n)}{n^s}"><br />
(for <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\Re(s)\gt1">), displaying the connection between the von Mangoldt function and the Riemann zeta function which is used in the earliest proofs of the <a href="http://en.wikipedia.org/wiki/Prime_number_theorem">prime number theorem</a>.<br />
<br />
Now, since &Lambda;(1)=0, we see <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\sum_{n=1}^{\infty}\frac{\Lambda(n)}{n^s}=\sum_{n=2}^{\infty}\frac{\Lambda(n)}{n^s}">.  Performing termwise integration with respect to <em>s</em> on the latter sum, one can then find<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\ln\zeta(s)=\sum_{n=2}^{\infty}\frac{\Lambda(n)}{\ln{n}}\frac{1}{n^s}">.<br /></p>
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		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\Lambda(n)=\left\{\begin{eqnarray}\ln{p}&#38;\;\;&#38;\text{if}\;{n=p^k},\;p\;\text{prime,}\;k\;\text{a%20positive%20integer,}\\{0}&#38;\;\;&#38;\text{otherwise.}\end{eqnarray}\right\." medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\sum_{d&#124;n}\Lambda(d)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?n=p_1^{k_1}p_2^{k_2}\cdots{p_r^{k_r}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?d=p_i^{k}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?1\le{k}\le{k_i}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\lambda(p_i^{k})=\ln{p_i}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\sum_{d&#124;n}\Lambda(d)&#38;=&#38;k_1\ln{p_1}+k_2\ln{p_2}+\cdots+k_r\ln{p_r}\\&#38;=&#38;\ln(p_1^{k_1}p_2^{k_2}\cdots{p_r^{k_r}})\\\sum_{d&#124;n}\Lambda(d)&#38;=&#38;\ln{n}\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?F(s)=\sum_{n=1}^{\infty}\frac{f(n)}{n^s}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?F'(s)=\sum_{n=1}^{\infty}\frac{\partial}{\partial{s}}\frac{f(n)}{n^s}=-\sum_{n=1}^{\infty}\frac{f(n)\ln{n}}{n^s}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?[f^{-1}*(f\cdot\ln)](n)=\sum_{d&#124;n}f^{-1}(d)f\left(\frac{n}{d}\right)\ln\left(\frac{n}{d}\right)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?n=p_1^{k_1}p_2^{k_2}\cdots{p_r^{k_r}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?d=p_1^{i_1}p_2^{i_2}\cdots{p_r^{i_r}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?0\le{i_1}\le{k_1},\;\;0\le{i_2}\le{k_2},\;\ldots,\;\;0\le{i_r}\le{k_r},\;\;" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}\left(p^k\right)=\Large\left\{\begin{eqnarray}1&#38;,\;&#38;k={0}\\-f(p)&#38;,\;&#38;k=1\\{0}&#38;,\;&#38;k\gt1\end{eqnarray}\right\." medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(1)f(n)\ln(n)=f(n)\ln(n)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}f^{-1}(d)f\left(\frac{n}{d}\right)\ln\left(\frac{n}{d}\right)&#38;=&#38;f^{-1}(p_j)f\left(\frac{n}{p_j}\right)\ln\left(\frac{n}{p_j}\right)\\&#38;=&#38;-f(p_j)f\left(\frac{n}{p_j}\right)(\ln{n}-\ln{p_j})\\&#38;=&#38;f(n)(\ln{p_j}-\ln{n})\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?n=p^k" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?[f^{-1}*(f\cdot\ln)]\left(n\right)=(f(n)\ln{n})+f(n)(\ln{p}-\ln{n})=f(n)\ln(p)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}f^{-1}(d)f\left(\frac{n}{d}\right)\ln\left(\frac{n}{d}\right)&#38;=&#38;f^{-1}(p_jp_k)f\left(\frac{n}{p_jp_k}\right)\ln\left(\frac{n}{p_jp_k}\right)\\&#38;=&#38;f^{-1}(p_j)f^{-1}(p_k)f\left(\frac{n}{p_jp_k}\right)\ln\left(\frac{n}{p_jp_k}\right)\\&#38;=&#38;(-f(p_j))(-f(p_k))f\left(\frac{n}{p_j}\right)(\ln{n}-\ln{p_j}-\ln{p_k})\\&#38;=&#38;f(n)(\ln{n}-\ln{p_j}-\ln{p_k})\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?r=\omega(n)=2" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\left[f^{-1}*(f\cdot\ln)\right]\left(n\right)&#38;=&#38;(f(n)\ln{n})+f(n)(\ln{p_1}-\ln{n})\\&#38;\:&#38;+f(n)(\ln{p_2}-\ln{n})+f(n)(\ln{n}-\ln{p_1}-\ln{p_2})\\&#38;=&#38;{0}\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?d=p_1p_2\cdots{p_l}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}f^{-1}(d)f\left(\frac{n}{d}\right)\ln\left(\frac{n}{d}\right)&#38;=&#38;f^{-1}(p_1p_2\cdots{p_l})f\left(\frac{n}{p_1p_2\cdots{p_l}}\right)\ln\left(\frac{n}{p_1p_2\cdots{p_l}}\right)\\&#38;=&#38;(-1)^{l}f(n)(\ln{n}-\ln{p_1}-ln{p_2}-\ldots-\ln{p_l})\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f(n)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?[f^{-1}*(f\cdot\ln)]\left(n\right)=0" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?r=\omega(n)\gt1" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?n=p^k" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?[f^{-1}*(f\cdot\ln)]\left(p^k\right)=f\left(p^k)\ln{p}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?[f^{-1}*(f\cdot\ln)]\left(n\right)=f(n)\Lambda(n)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f(n)\Lambda(n)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{1}{F(s)}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?-F'(s)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{F'(s)}{F(s)}=-\sum_{n=1}^{\infty}\frac{f(n)\Lambda(n)}{n^s}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{\zeta'(s)}{\zeta(s)}=-\sum_{n=1}^{\infty}\frac{\Lambda(n)}{n^s}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\Re(s)\gt1" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\sum_{n=1}^{\infty}\frac{\Lambda(n)}{n^s}=\sum_{n=2}^{\infty}\frac{\Lambda(n)}{n^s}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\ln\zeta(s)=\sum_{n=2}^{\infty}\frac{\Lambda(n)}{\ln{n}}\frac{1}{n^s}" medium="image" />
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		<title>Physics Friday 95</title>
		<link>http://twistedone151.wordpress.com/2009/10/30/physics-friday-95/</link>
		<comments>http://twistedone151.wordpress.com/2009/10/30/physics-friday-95/#comments</comments>
		<pubDate>Fri, 30 Oct 2009 09:15:54 +0000</pubDate>
		<dc:creator>twistedone151</dc:creator>
				<category><![CDATA[Math/Science]]></category>
		<category><![CDATA[Friday Physics]]></category>
		<category><![CDATA[Kinematics]]></category>
		<category><![CDATA[physics]]></category>
		<category><![CDATA[Projectile]]></category>

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		<description><![CDATA[Consider a projectile launched from the ground at an initial velocity v0 at an angle &#952; above the horizontal, with negligible air resistance.   The projectile will thus follow a parabolic trajectory.  What is the angle &#952; such that the total distance the projectile travels in the air is maximized?  Note, this [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=twistedone151.wordpress.com&blog=2556806&post=1751&subd=twistedone151&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>Consider a projectile launched from the ground at an initial velocity <em>v</em><sub>0</sub> at an angle <em>&theta;</em> above the horizontal, with negligible air resistance.   The projectile will thus follow a parabolic trajectory.  What is the angle <em>&theta;</em> such that the total distance the projectile travels in the air is maximized?  Note, this is the length of the parabolic trajectory, not the distance along the ground to the impact point, and so differs from the <em>h</em>=0 case of <a href="http://twistedone151.wordpress.com/2008/06/13/physics-friday-24-projectile-range/">Physics Friday 24</a>.<br />
<span id="more-1751"></span><br />
<br />
The only acceleration is due to gravity; so our basic kinematic equations tell us that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?x=(v_0\cos\theta)t"> and <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?y=(v_0\cos\theta)t-\frac{1}{2}gt^2">.<br />
Solving for <em>t</em> as a function of x and substituting, we get<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?t=\frac{x}{v_0\cos\theta}">, and thus<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?y=(v_0\cos\theta)\frac{x}{v_0\cos\theta}-\frac{1}{2}g\left(\frac{x}{v_0\cos\theta}\right)^2=x\tan\theta-\frac{g}{2v_0^2\cos^2\theta}x^2">.<br />
The trajectory ranges between the two <em>x</em> values where <em>y</em>=0, which are <em>x</em>=0 and <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?x=\frac{2v_0^2\sin\theta\cos\theta}{g}=\frac{v_0^2\sin(2\theta)}{g}">.<br />
<br />
Thus, we find the length of the parabola via the arc length formula<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}L&amp;=&amp;\int_{0}^{v_0^2\sin(2\theta)/g}\sqrt{1+\left(\frac{dy}{dx}\right)^2}\,dx\\&amp;=&amp;\int_{0}^{v_0^2\sin(2\theta)/g}\sqrt{1+\left(\tan\theta-\frac{gx}{v_0^2\cos^2\theta}\right)^2}\,dx\end{eqnarray}"><br />
Making the substitution <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?u=\tan\theta-\frac{g}{v_0^2\cos^2\theta}x">, we get<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}L&amp;=&amp;\int_{0}^{v_0^2\sin(2\theta)/g}\sqrt{1+\left(\tan\theta-\frac{gx}{v_0^2\cos^2\theta}\right)^2}\,dx\\&amp;=&amp;\int_{\tan\theta}^{-\tan\theta}\sqrt{1+u^2}\left(-\frac{v_0^2\cos^2\theta}{g}\right)\,du\\&amp;=&amp;\frac{v_0^2\cos^2\theta}{g}\int_{-\tan\theta}^{\tan\theta}\sqrt{1+u^2}\,du\\&amp;=&amp;\frac{2v_0^2\cos^2\theta}{g}\int_{0}^{\tan\theta}\sqrt{1+u^2}\,du\end{eqnarray}">.<br />
(the last step is due to symmetry, as the integrand is an even function; <a href="http://twistedone151.wordpress.com/2008/01/07/monday-math-2-symmetry-and-integrals/">see here</a>.)<br />
Now, by consulting a table of integrals (or via trigonometric substitution), we find that<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\int\sqrt{1+x^2}\,dx=\frac{x}{2}\sqrt{1+x^2}+\frac{1}{2}\ln\left(x+\sqrt{1+x^2}\right)+C">,<br />
and thus our length becomes<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}L&amp;=&amp;\frac{2v_0^2\cos^2\theta}{g}\int_{0}^{\tan\theta}\sqrt{1+u^2}\,du\\&amp;=&amp;\frac{2v_0^2\cos^2\theta}{g}\left[\frac{u}{2}\sqrt{1+u^2}+\frac{1}{2}\ln\left(u+\sqrt{1+u^2}\right)\right]_{0}^{tan\theta}\\&amp;=&amp;\frac{2v_0^2\cos^2\theta}{g}\left(\frac{\tan\theta}{2}\sqrt{1+\tan^2\theta}+\frac{1}{2}\ln\left(\tan\theta+\sqrt{1+\tan^2\theta}\right)\right)\\&amp;=&amp;\frac{v_0^2\cos^2\theta}{g}\left(\tan\theta\sec\theta+\ln\left(\tan\theta+\sec\theta\right)\right)\\L&amp;=&amp;\frac{v_0^2}{g}\left(sin\theta+\cos^2\theta\ln\left(\frac{1+\sin\theta}{\cos\theta}\right)\right)\end{eqnarray}">.<br />
<br />
To determine the maximum, we find <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{dL}{d\theta}"> and set it equal to zero.<br />
Now, taking the derivative, we get<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\frac{dL}{d\theta}&amp;=&amp;\frac{d}{d\theta}\frac{v_0^2}{g}\left(sin\theta+\cos^2\theta\ln\left(\frac{1+\sin\theta}{\cos\theta}\right)\right)\\&amp;=&amp;\frac{v_0^2}{g}\left[\cos\theta+\frac{(cos^2\theta+(1+\sin\theta)\sin\theta)\cos\theta}{1+\sin\theta}\right\.\\&amp;&amp;\left\.-2\sin\theta\cos\theta\ln\left(\frac{1+\sin\theta}{\cos\theta}\right)\right]\\&amp;=&amp;\frac{2v_0^2}{g}\cos\theta\left[1-\sin\theta\ln\left(\frac{1+\sin\theta}{\cos\theta}\right)\right]\end{eqnarray}">.<br />
<br />
Since we want 0&lt;<em>&theta;</em>&lt;&pi;/2, the above will be zero when<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?1-\sin\theta\ln\left(\frac{1+\sin\theta}{\cos\theta}\right)={0}"><br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\sin\theta\ln\left(\frac{1+\sin\theta}{\cos\theta}\right)=1">.<br />
(Note that this is an angle independent of our initial velocity.)  However, the above equation cannot be solved analytically; a numerical solution gives <em>&theta;</em>&asymp;0.98551&asymp;56.466&deg;.<br /></p>
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		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?x=(v_0\cos\theta)t" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?y=(v_0\cos\theta)t-\frac{1}{2}gt^2" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?t=\frac{x}{v_0\cos\theta}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?y=(v_0\cos\theta)\frac{x}{v_0\cos\theta}-\frac{1}{2}g\left(\frac{x}{v_0\cos\theta}\right)^2=x\tan\theta-\frac{g}{2v_0^2\cos^2\theta}x^2" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?x=\frac{2v_0^2\sin\theta\cos\theta}{g}=\frac{v_0^2\sin(2\theta)}{g}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}L&#38;=&#38;\int_{0}^{v_0^2\sin(2\theta)/g}\sqrt{1+\left(\frac{dy}{dx}\right)^2}\,dx\\&#38;=&#38;\int_{0}^{v_0^2\sin(2\theta)/g}\sqrt{1+\left(\tan\theta-\frac{gx}{v_0^2\cos^2\theta}\right)^2}\,dx\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?u=\tan\theta-\frac{g}{v_0^2\cos^2\theta}x" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}L&#38;=&#38;\int_{0}^{v_0^2\sin(2\theta)/g}\sqrt{1+\left(\tan\theta-\frac{gx}{v_0^2\cos^2\theta}\right)^2}\,dx\\&#38;=&#38;\int_{\tan\theta}^{-\tan\theta}\sqrt{1+u^2}\left(-\frac{v_0^2\cos^2\theta}{g}\right)\,du\\&#38;=&#38;\frac{v_0^2\cos^2\theta}{g}\int_{-\tan\theta}^{\tan\theta}\sqrt{1+u^2}\,du\\&#38;=&#38;\frac{2v_0^2\cos^2\theta}{g}\int_{0}^{\tan\theta}\sqrt{1+u^2}\,du\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\int\sqrt{1+x^2}\,dx=\frac{x}{2}\sqrt{1+x^2}+\frac{1}{2}\ln\left(x+\sqrt{1+x^2}\right)+C" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}L&#38;=&#38;\frac{2v_0^2\cos^2\theta}{g}\int_{0}^{\tan\theta}\sqrt{1+u^2}\,du\\&#38;=&#38;\frac{2v_0^2\cos^2\theta}{g}\left[\frac{u}{2}\sqrt{1+u^2}+\frac{1}{2}\ln\left(u+\sqrt{1+u^2}\right)\right]_{0}^{tan\theta}\\&#38;=&#38;\frac{2v_0^2\cos^2\theta}{g}\left(\frac{\tan\theta}{2}\sqrt{1+\tan^2\theta}+\frac{1}{2}\ln\left(\tan\theta+\sqrt{1+\tan^2\theta}\right)\right)\\&#38;=&#38;\frac{v_0^2\cos^2\theta}{g}\left(\tan\theta\sec\theta+\ln\left(\tan\theta+\sec\theta\right)\right)\\L&#38;=&#38;\frac{v_0^2}{g}\left(sin\theta+\cos^2\theta\ln\left(\frac{1+\sin\theta}{\cos\theta}\right)\right)\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{dL}{d\theta}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\frac{dL}{d\theta}&#38;=&#38;\frac{d}{d\theta}\frac{v_0^2}{g}\left(sin\theta+\cos^2\theta\ln\left(\frac{1+\sin\theta}{\cos\theta}\right)\right)\\&#38;=&#38;\frac{v_0^2}{g}\left[\cos\theta+\frac{(cos^2\theta+(1+\sin\theta)\sin\theta)\cos\theta}{1+\sin\theta}\right\.\\&#38;&#38;\left\.-2\sin\theta\cos\theta\ln\left(\frac{1+\sin\theta}{\cos\theta}\right)\right]\\&#38;=&#38;\frac{2v_0^2}{g}\cos\theta\left[1-\sin\theta\ln\left(\frac{1+\sin\theta}{\cos\theta}\right)\right]\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?1-\sin\theta\ln\left(\frac{1+\sin\theta}{\cos\theta}\right)={0}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\sin\theta\ln\left(\frac{1+\sin\theta}{\cos\theta}\right)=1" medium="image" />
	</item>
		<item>
		<title>Monday Math 94</title>
		<link>http://twistedone151.wordpress.com/2009/10/26/monday-math-94/</link>
		<comments>http://twistedone151.wordpress.com/2009/10/26/monday-math-94/#comments</comments>
		<pubDate>Mon, 26 Oct 2009 08:18:49 +0000</pubDate>
		<dc:creator>twistedone151</dc:creator>
				<category><![CDATA[Math/Science]]></category>
		<category><![CDATA[Dirichlet Convolution]]></category>
		<category><![CDATA[DIrichlet Inverse]]></category>
		<category><![CDATA[Dirichlet Series Generating Function]]></category>
		<category><![CDATA[Divisor Functions]]></category>
		<category><![CDATA[Euler Product]]></category>
		<category><![CDATA[Math]]></category>
		<category><![CDATA[Möbius Function]]></category>
		<category><![CDATA[Möbius Inversion Formula]]></category>
		<category><![CDATA[Monday Math]]></category>
		<category><![CDATA[Riemann Zeta Function]]></category>
		<category><![CDATA[Totient]]></category>

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		<description><![CDATA[Consider two arithmetic functions f(n) and  g(n), with Dirichlet series generating functions F(s) and  G(s), respectively.  What, then, can we say about the product F(s)G(s)?

Using different summation indicies a and b, we have
 and .  The product, then, is
.

Now, suppose we reorder the sum so as to group terms with the [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=twistedone151.wordpress.com&blog=2556806&post=1749&subd=twistedone151&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>Consider two arithmetic functions <em>f</em>(<em>n</em>) and  <em>g</em>(<em>n</em>), with Dirichlet series generating functions <em>F</em>(<em>s</em>) and  <em>G</em>(<em>s</em>), respectively.  What, then, can we say about the product <em>F</em>(<em>s</em>)<em>G</em>(<em>s</em>)?<br />
<br />
Using different summation indicies <em>a</em> and <em>b</em>, we have<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?F(s)=\sum_{a=1}^{\infty}\frac{f(a)}{a^s}"> and <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?G(s)=\sum_{b=1}^{\infty}\frac{g(b)}{b^s}">.  The product, then, is<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}F(s)G(s)&amp;=&amp;\left(\sum_{a=1}^{\infty}\frac{f(a)}{a^s}\right)\left(\sum_{b=1}^{\infty}\frac{g(b)}{b^s}\right)\\&amp;=&amp;\sum_{a=1}^{\infty}\sum_{b=1}^{\infty}\frac{f(a)g(b)}{(ab)^s}\end{eqnarray}">.<br />
<br />
Now, suppose we reorder the sum so as to group terms with the same value of <em>a</em><em>b</em>.  We let <em>n</em>=<em>a</em><em>b</em>; then we have <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?b=\frac{n}{a}">, and there is one term with given <em>n</em> for each <em>a</em> which divides that <em>n</em>, so within each set of terms with the same <em>n</em>, we sum over <em>a</em>|<em>n</em>, and we get:<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}F(s)G(s)&amp;=&amp;\sum_{a=1}^{\infty}\sum_{b=1}^{\infty}\frac{f(a)g(b)}{(ab)^s}\\&amp;=&amp;\sum_{n=1}^{\infty}\sum_{a|n}\frac{f(a)g\left(\frac{n}{a}\right)}{n^s}\\&amp;=&amp;\sum_{n=1}^{\infty}\frac{\left(\sum_{a|n}f(a)g\left(\frac{n}{a}\right)\right)}{n^s}\\F(s)G(s)&amp;=&amp;\sum_{n=1}^{\infty}\frac{(f*g)(n)}{n^s}\end{eqnarray}">,<br />
and so we see the product <em>F</em>(<em>s</em>)<em>G</em>(<em>s</em>) is the Dirichlet series generating function of the Dirichlet convolution of <em>f</em>(<em>n</em>) and  <em>g</em>(<em>n</em>) (compare to the <a href="http://en.wikipedia.org/wiki/Convolution_theorem">relationship between the convolution and the Fourier transform</a>).<br />
<br />
Now, this implies that the Dirichlet series generating function of the unit function <em>&epsilon;</em>(<em>n</em>) is 1, which should be obvious, as<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\sum_{n=1}^{\infty}\frac{\epsilon(n)}{n^s}=\frac{1}{1^s}+\frac{0}{2^s}+\frac{0}{3^s}+\cdots=1">.<br />
And since <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f*f^{-1}=\epsilon">, we see that if <em>f</em>(<em>n</em>) has Dirichlet series generating function <em>F</em>(<em>s</em>), then its Dirichlet inverse <em>f</em><sup>-1</sup>(<em>n</em>) has Dirichlet series generating function 1/<em>F</em>(<em>s</em>).  For example, consider the Dirichlet inverses 1(<em>n</em>) and <em>&mu;</em>(<em>n</em>), which have Dirichlet series generating functions <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\zeta(s)"> and <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{1}{\zeta(s)}">, respectively.  You may also recall that <a href="http://twistedone151.wordpress.com/2009/09/07/monday-math-88/">here</a> I showed that the Dirichlet series generating function for |<em>&mu;</em>| is <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{\zeta(s)}{\zeta(2s)}">.  I also demonstrated <a href="http://twistedone151.wordpress.com/2009/10/19/monday-math-93/">here</a> that |<em>&mu;</em>| and the <a href="http://en.wikipedia.org/wiki/Liouville_function">Liouville function</a> <em>\lambda</em>(<em>n</em>) are Dirichlet inverses, so we can see that <em>\lambda</em>(<em>n</em>) has Dirichlet series generating function <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{\zeta(2s)}{\zeta(s)}">; we can confirm this via the <a href="http://twistedone151.wordpress.com/2009/08/31/monday-math-87/">Euler product for Dirichlet series generating functions of completely multiplicative functions</a>.<br />
<br />
One should also note that if a function <em>f</em>(<em>n</em>) has Dirichlet series generating function <em>F</em>(<em>s</em>), then the function <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?id_a\cdot{f}"> has Dirichlet series generating function <em>F</em>(<em>s</em>-<em>a</em>); since<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?F(s)=\sum_{n=1}^{\infty}\frac{f(n)}{n^s}">,<br />
then<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\sum_{n=1}^{\infty}\frac{f(n)\cdot{n^a}}{n^s}=\sum_{n=1}^{\infty}\frac{f(n)}{n^(s-a)}=F(s-a)">.<br />
For example, the Dirichlet series generating function of <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?id_x(n)=1\cdot{id_x}(n)"> is thus <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\zeta(s-x)">.<br />
<br />
Combining this with our above relationship between Dirichlet convolution and Dirichlet series generating functions, we can develop a number of proofs.  For example, the proof that the Dirichlet series generating function of the divisor function &sigma;<em><sub>x</sub></em>(<em>n</em>) is <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\zeta(s)\zeta(s-x)"> becomes much more simple than the proof seen <a href="http://twistedone151.wordpress.com/2009/09/14/monday-math-89/">here</a>:<br />
Since <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\sigma_x(n)=\sum{d|n}d^x">, we see <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\sigma_x=1*id_x">; since the Dirichlet series generating function of 1(<em>n</em>) is <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\zeta(s)">, and the Dirichlet series generating function of <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?id_x(n)=1\cdot{id_x}(n)"> is <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\zeta(s-a)">, the Dirichlet series generating function of &sigma;<em><sub>x</sub></em>(<em>n</em>) is their product, <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\zeta(s)\zeta(s-x)">.<br />
Similarly, we can use the Möbius inversion formula relationship that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?id*\mu=\phi">, found <a href="http://twistedone151.wordpress.com/2009/10/12/monday-math-92/">here</a>, to confirm that <em>&phi;</em>(<em>n</em>) has Dirichlet series generating function <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{\zeta(s-1)}{\zeta(s)}">, as we found via Euler product <a href="http://twistedone151.wordpress.com/2009/09/07/monday-math-88/">here</a>.<br /></p>
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		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?F(s)=\sum_{a=1}^{\infty}\frac{f(a)}{a^s}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?G(s)=\sum_{b=1}^{\infty}\frac{g(b)}{b^s}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}F(s)G(s)&#38;=&#38;\left(\sum_{a=1}^{\infty}\frac{f(a)}{a^s}\right)\left(\sum_{b=1}^{\infty}\frac{g(b)}{b^s}\right)\\&#38;=&#38;\sum_{a=1}^{\infty}\sum_{b=1}^{\infty}\frac{f(a)g(b)}{(ab)^s}\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?b=\frac{n}{a}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}F(s)G(s)&#38;=&#38;\sum_{a=1}^{\infty}\sum_{b=1}^{\infty}\frac{f(a)g(b)}{(ab)^s}\\&#38;=&#38;\sum_{n=1}^{\infty}\sum_{a&#124;n}\frac{f(a)g\left(\frac{n}{a}\right)}{n^s}\\&#38;=&#38;\sum_{n=1}^{\infty}\frac{\left(\sum_{a&#124;n}f(a)g\left(\frac{n}{a}\right)\right)}{n^s}\\F(s)G(s)&#38;=&#38;\sum_{n=1}^{\infty}\frac{(f*g)(n)}{n^s}\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\sum_{n=1}^{\infty}\frac{\epsilon(n)}{n^s}=\frac{1}{1^s}+\frac{0}{2^s}+\frac{0}{3^s}+\cdots=1" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f*f^{-1}=\epsilon" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\zeta(s)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{1}{\zeta(s)}" medium="image" />

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		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{\zeta(2s)}{\zeta(s)}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?id_a\cdot{f}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?F(s)=\sum_{n=1}^{\infty}\frac{f(n)}{n^s}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\sum_{n=1}^{\infty}\frac{f(n)\cdot{n^a}}{n^s}=\sum_{n=1}^{\infty}\frac{f(n)}{n^(s-a)}=F(s-a)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?id_x(n)=1\cdot{id_x}(n)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\zeta(s-x)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\zeta(s)\zeta(s-x)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\sigma_x(n)=\sum{d&#124;n}d^x" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\sigma_x=1*id_x" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\zeta(s)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?id_x(n)=1\cdot{id_x}(n)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\zeta(s-a)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\zeta(s)\zeta(s-x)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?id*\mu=\phi" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{\zeta(s-1)}{\zeta(s)}" medium="image" />
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		<item>
		<title>Physics Friday 94</title>
		<link>http://twistedone151.wordpress.com/2009/10/23/physics-friday-94/</link>
		<comments>http://twistedone151.wordpress.com/2009/10/23/physics-friday-94/#comments</comments>
		<pubDate>Fri, 23 Oct 2009 08:07:08 +0000</pubDate>
		<dc:creator>twistedone151</dc:creator>
				<category><![CDATA[Math/Science]]></category>
		<category><![CDATA[Centripetal Force]]></category>
		<category><![CDATA[Conservation of Energy]]></category>
		<category><![CDATA[Friday Physics]]></category>
		<category><![CDATA[Kinematics]]></category>
		<category><![CDATA[Non-Uniform Circular Motion]]></category>
		<category><![CDATA[physics]]></category>

		<guid isPermaLink="false">http://twistedone151.wordpress.com/?p=1744</guid>
		<description><![CDATA[A classic problem:  A skier starts at rest at the top of a large, hemispherical hill with radius (and thus height), R.  If friction is negligible, at what height h above the base of the hill will she become airborne?  What is her velocity, both magnitude and angle below the horizontal, at [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=twistedone151.wordpress.com&blog=2556806&post=1744&subd=twistedone151&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>A classic problem:  A skier starts at rest at the top of a large, hemispherical hill with radius (and thus height), <em>R</em>.  If friction is negligible, at what height <em>h</em> above the base of the hill will she become airborne?  What is her velocity, both magnitude and angle below the horizontal, at this point?<br />
<span id="more-1744"></span><br />
<br />
At any point before the skier becomes airborne, she is acted on by two forces; gravity, and the normal force exerted by the hill.  If she is at a point on the hill which is at an angle <em>&theta;</em> from the top of the hill (as measured at the center of the hill), and moving at speed <em>v</em>, then the normal force <em>N</em> will be at an angle <em>&theta;</em> from vertical.  As she is undergoing non-uniform circular motion, the net force will have both radial and tangential components; however, the radial component must still be centripetal force <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{mv^2}{R}"> inward, where <em>m</em> is her mass.<br />
<br />
<a href="http://twistedone151.files.wordpress.com/2009/10/skier_figure.png"><img src="http://twistedone151.files.wordpress.com/2009/10/skier_figure.png?w=450&#038;h=225" alt="Skier_Figure" title="Skier_Figure" width="450" height="225" class="aligncenter size-full wp-image-1745" /></a><br />
<br />
Now, the (inward) radial component of the force is <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?mg\cos\theta-N">; equating, we see<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}mg\cos\theta-N&amp;=&amp;\frac{mv^2}{R}\\N&amp;=&amp;mg\cos\theta-\frac{mv^2}{R}\\N&amp;=&amp;\frac{m}{R}\left[gR\cos\theta-v^2\right]\end{eqnarray}">.<br />
Now, the skier becomes airborne when the normal force the hill exerts on her becomes zero.  The above equation tells us that this occurs when the angle <em>&theta;</em> and speed <em>v</em> are such that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?v^2=gR\cos\theta">.  But, we note from trigonometry that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?h=R\cos\theta">, so that we have<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?v^2=gh">.<br />
<br />
Now, we could use the tangential component <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?mg\sin\theta"> of the force to find the tangential acceleration <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?a_t=\frac{dv}{dt}"> as a function of angle, and thus position; this gives a second-order differential equation.  However, there is a much easier method to find the velocity as a function of position.  Since there is no friction, we can use conservation of energy, with the only potential energy being gravitational.  At the top of the hill, the skier has only potential energy <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?E=mgR">.  At height <em>h</em>, the potential energy is the smaller <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?V=mgh">, and the kinetic energy is just <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?T=\frac{1}{2}mv^2">.  Conservation of energy tells us, then, that<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?mgR=mgh+\frac{1}{2}mv^2">; we can cancel out the skier&#8217;s mass, which appears in all terms, and then solve for <em>v</em><sup>2</sup> to get<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?v^2=2g(R-h)">.<br />
Plugging this into our relation for the point where the skier goes airborne, we get<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}gh&amp;=&amp;2g(R-h)\\h&amp;=&amp;2R-2h\\3h&amp;=&amp;2R\\h&amp;=&amp;\frac{2}{3}R\end{eqnarray}">.<br />
<br />
Thus, we have the height where the skier becomes airborne, which is independent of the skier&#8217;s mass (and the acceleration of gravity <em>g</em>).  This corresponds to an angle <em>&theta;</em> of<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\theta=\cos^{-1}\frac{h}{R}=\cos^{-1}\frac{2}{3}\approx48.2^{\circ}">.  As her velocity is still tangential at the point where she becomes airborne, this is also the angle below horizontal of her velocity at that point.  That velocity has magnitude<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?v=\sqrt{gh}=\sqrt{\frac{2}{3}gR}">.<br />
<br />
[Update 7:15 - Fixed an error in description of tangential acceleration method].</p>
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		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{mv^2}{R}" medium="image" />

		<media:content url="http://twistedone151.files.wordpress.com/2009/10/skier_figure.png" medium="image">
			<media:title type="html">Skier_Figure</media:title>
		</media:content>

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?mg\cos\theta-N" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}mg\cos\theta-N&#38;=&#38;\frac{mv^2}{R}\\N&#38;=&#38;mg\cos\theta-\frac{mv^2}{R}\\N&#38;=&#38;\frac{m}{R}\left[gR\cos\theta-v^2\right]\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?v^2=gR\cos\theta" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?h=R\cos\theta" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?v^2=gh" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?mg\sin\theta" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?a_t=\frac{dv}{dt}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?E=mgR" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?V=mgh" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?T=\frac{1}{2}mv^2" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?mgR=mgh+\frac{1}{2}mv^2" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?v^2=2g(R-h)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}gh&#38;=&#38;2g(R-h)\\h&#38;=&#38;2R-2h\\3h&#38;=&#38;2R\\h&#38;=&#38;\frac{2}{3}R\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\theta=\cos^{-1}\frac{h}{R}=\cos^{-1}\frac{2}{3}\approx48.2^{\circ}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?v=\sqrt{gh}=\sqrt{\frac{2}{3}gR}" medium="image" />
	</item>
		<item>
		<title>Monday Math 93</title>
		<link>http://twistedone151.wordpress.com/2009/10/19/monday-math-93/</link>
		<comments>http://twistedone151.wordpress.com/2009/10/19/monday-math-93/#comments</comments>
		<pubDate>Mon, 19 Oct 2009 09:25:56 +0000</pubDate>
		<dc:creator>twistedone151</dc:creator>
				<category><![CDATA[Math/Science]]></category>
		<category><![CDATA[DIrichlet Inverse]]></category>
		<category><![CDATA[Math]]></category>
		<category><![CDATA[Monday Math]]></category>
		<category><![CDATA[Multiplicative Function]]></category>

		<guid isPermaLink="false">http://twistedone151.wordpress.com/2009/10/19/monday-math-93/</guid>
		<description><![CDATA[Last Monday, I discussed the Dirichlet inverse.  I showed that the Dirichlet inverse can be found by the recursive formula:
,
and for n&#62;0,
.
Further, since the inverse of a multiplicative function is also multiplicative, for a multiplicative function f(n) this formula becomes
, and for p prime and k&#62;0,
.

Now, what happens when f(n) is completely multiplicative?  [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=twistedone151.wordpress.com&blog=2556806&post=1743&subd=twistedone151&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p><a href="http://twistedone151.wordpress.com/2009/10/12/monday-math-92/">Last Monday</a>, I discussed the Dirichlet inverse.  I showed that the Dirichlet inverse can be found by the recursive formula:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(1)=\frac{1}{f(1)}">,<br />
and for <em>n</em>&gt;0,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(n)=-\frac{1}{f(1)}\sum_{d|n,\,d\lt{n}}f\left(\frac{n}{d}\right)f^{-1}(d)">.<br />
Further, since the inverse of a multiplicative function is also multiplicative, for a multiplicative function <em>f</em>(<em>n</em>) this formula becomes<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(1)=1">, and for <em>p</em> prime and <em>k</em>&gt;0,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}\left(p^k\right)=-\sum_{i=0}^{k-1}f\left(p^{k-i}\right)f^{-1}\left(p^i\right)">.<br />
<br />
Now, what happens when <em>f</em>(<em>n</em>) is completely multiplicative?  Then <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f\left(p^{k-i}\right)=(f(p))^{k-i}">.  We have <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(1)=1">, and via <em>k</em>=1, <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(p)=-f(p)">, we see that<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(p^2)=-[f(p)f^{-1}(1)+f(1)f^{-1}(p)]=-[f(p)-f(p)]=0">,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(p^3)=-[f(p^2)f^{-1}(1)+f(p)f^{-1}(p)+f(1)f^{-1}(p^2)]=-[(f(p))^2-f(p)f(p)+0]=0">,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(p^k)=-[f(p^{k-1})f^{-1}(1)+f(p^{k-2})f^{-1}(p)+\cdots+f(1)f^{-1}(p^{k-1})]=-[(f(p))^{k-1}-f(p)(f(p))^{k-2}+0+\cdots+0]=0"><br />
and so we see that if <em>f</em>(<em>n</em>) is completely multiplicative, then <em>f</em><sup>-1</sup>(<em>n</em>) is the multiplicative function with<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}\left(p^k\right)=\Large\left\{\begin{eqnarray}1&amp;,\;&amp;k={0}\\-f(p)&amp;,\;&amp;k=1\\{0}&amp;,\;&amp;k\gt1\end{eqnarray}\right\.">.<br />
For <em>f</em>(<em>n</em>)=1(<em>n</em>), this gives<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?1^{-1}\left(p^k\right)=\Large\left\{\begin{eqnarray}1&amp;,\;&amp;k={0}\\-1&amp;,\;&amp;k=1\\{0}&amp;,\;&amp;k\gt1\end{eqnarray}\right\.">, which gives <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?1^{-1}(n)=\mu(n)">, as we&#8217;ve found before.<br />
Next, for <em>f</em>(<em>n</em>)=<em>id<sub>x</sub></em>(<em>n</em>), we see<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?id_x^{-1}\left(p^k\right)=\Large\left\{\begin{eqnarray}1&amp;,\;&amp;k={0}\\-p^x&amp;,\;&amp;k=1\\{0}&amp;,\;&amp;k\gt1\end{eqnarray}\right\.">, which, with a little examination, we see means that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?id_x^{-1}(n)=id_x(n)\mu(n)">, which reduces to the above for <em>x</em>=0.  [Just as the inverse pair of 1(<em>n</em>) and <em>&mu;</em>(<em>n</em>) gives us the Möbius inversion formula, the above pair of <em>id<sub>x</sub></em>(<em>n</em>) and <em>id<sub>x</sub></em>(<em>n</em>)<em>&mu;</em>(<em>n</em>) gives a generalized Möbius inversion.]<br />
<br />
Lastly, consider the <a href="http://en.wikipedia.org/wiki/Liouville_function">Liouville function</a> <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\lambda(n)=(-1)^{\Omega(n)}">.  This is completely multiplicative, with <em>&lambda;</em>(<em>p</em>)=-1.  Then we have <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\lambda^{-1}\left(p^k\right)=\Large\left\{\begin{eqnarray}1&amp;,\;&amp;k={0}\\1&amp;,\;&amp;k=1\\{0}&amp;,\;&amp;k\gt1\end{eqnarray}\right\.">, which we should recognize as <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?|\mu|">.<br /></p>
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			<media:title type="html">twistedone151</media:title>
		</media:content>

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(1)=\frac{1}{f(1)}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(n)=-\frac{1}{f(1)}\sum_{d&#124;n,\,d\lt{n}}f\left(\frac{n}{d}\right)f^{-1}(d)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(1)=1" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}\left(p^k\right)=-\sum_{i=0}^{k-1}f\left(p^{k-i}\right)f^{-1}\left(p^i\right)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f\left(p^{k-i}\right)=(f(p))^{k-i}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(1)=1" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(p)=-f(p)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(p^2)=-[f(p)f^{-1}(1)+f(1)f^{-1}(p)]=-[f(p)-f(p)]=0" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(p^3)=-[f(p^2)f^{-1}(1)+f(p)f^{-1}(p)+f(1)f^{-1}(p^2)]=-[(f(p))^2-f(p)f(p)+0]=0" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(p^k)=-[f(p^{k-1})f^{-1}(1)+f(p^{k-2})f^{-1}(p)+\cdots+f(1)f^{-1}(p^{k-1})]=-[(f(p))^{k-1}-f(p)(f(p))^{k-2}+0+\cdots+0]=0" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}\left(p^k\right)=\Large\left\{\begin{eqnarray}1&#38;,\;&#38;k={0}\\-f(p)&#38;,\;&#38;k=1\\{0}&#38;,\;&#38;k\gt1\end{eqnarray}\right\." medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?1^{-1}\left(p^k\right)=\Large\left\{\begin{eqnarray}1&#38;,\;&#38;k={0}\\-1&#38;,\;&#38;k=1\\{0}&#38;,\;&#38;k\gt1\end{eqnarray}\right\." medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?1^{-1}(n)=\mu(n)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?id_x^{-1}\left(p^k\right)=\Large\left\{\begin{eqnarray}1&#38;,\;&#38;k={0}\\-p^x&#38;,\;&#38;k=1\\{0}&#38;,\;&#38;k\gt1\end{eqnarray}\right\." medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?id_x^{-1}(n)=id_x(n)\mu(n)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\lambda(n)=(-1)^{\Omega(n)}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\lambda^{-1}\left(p^k\right)=\Large\left\{\begin{eqnarray}1&#38;,\;&#38;k={0}\\1&#38;,\;&#38;k=1\\{0}&#38;,\;&#38;k\gt1\end{eqnarray}\right\." medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?&#124;\mu&#124;" medium="image" />
	</item>
		<item>
		<title>Physics Friday 93</title>
		<link>http://twistedone151.wordpress.com/2009/10/16/physics-friday-93/</link>
		<comments>http://twistedone151.wordpress.com/2009/10/16/physics-friday-93/#comments</comments>
		<pubDate>Fri, 16 Oct 2009 08:10:37 +0000</pubDate>
		<dc:creator>twistedone151</dc:creator>
				<category><![CDATA[Math/Science]]></category>
		<category><![CDATA[Bose Condensation]]></category>
		<category><![CDATA[Bose Gas]]></category>
		<category><![CDATA[Friday Physics]]></category>
		<category><![CDATA[physics]]></category>
		<category><![CDATA[Quantum Mechanics]]></category>
		<category><![CDATA[Statistical Mechanics]]></category>
		<category><![CDATA[Thermal de Broglie Wavelength]]></category>
		<category><![CDATA[Thermodynamics]]></category>

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		<description><![CDATA[Continuing from last Friday, we now find the behavior of an ideal Bose gas at a temperature below the condensation temperature , where our previous analysis fails due to the integral approximation neglecting the ground state.
First, let us examine the spacing between the energy levels. For our quantum particle in a box, we have energy [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=twistedone151.wordpress.com&blog=2556806&post=1740&subd=twistedone151&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>Continuing from <a href="http://twistedone151.wordpress.com/2009/10/09/physics-friday-92/">last Friday</a>, we now find the behavior of an ideal Bose gas at a temperature below the condensation temperature <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\T_c=\frac{2\pi\hbar^2}{mk}\left[\frac{\tilde{N}_e}{\zeta\left(\frac{3}{2}\right)g_0V}\right]^{2/3}">, where our previous analysis fails due to the integral approximation neglecting the ground state.<br />
First, let us examine the spacing between the energy levels. For our <a href="http://twistedone151.wordpress.com/2009/08/14/physics-friday-85/">quantum particle in a box</a>, we have energy levels <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?E_{n_x,n_y,n_z}=\frac{\pi^2\hbar^2}{2mL^2}(n_x^2+n_y^2+n_z^2)">, where  <em>n<sub>x</sub></em>, <em>n<sub>y</sub></em>, and <em>n<sub>z</sub></em> are positive integers.  Using <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?L=V^{1/3}">, we rewrite as  <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?E_{n_x,n_y,n_z}=\frac{\pi^2\hbar^2}{2mV^{2/3}}(n_x^2+n_y^2+n_z^2)">.  The ground state is  <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?E_{1,1,1}=\frac{3\pi^2\hbar^2}{2mV^{2/3}}">.  The first excited state is three-fold degenerate: <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?E_{2,1,1}=E_{1,2,1}=E_{1,1,2}=\frac{3\pi^2\hbar^2}{mV^{2/3}}">, and the difference between these states is<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?E_{2,1,1}-E_{1,1,1}=\frac{3\pi^2\hbar^2}{2mV^{2/3}}">.  For a volume of one liter (=10<sup>-3</sup> cubic meter), and particles the mass of <sup>4</sup>He (6.6&times;10<sup>-27</sup> kg), this energy difference is about 2.5&times;10<sup>-39</sup> J, which divides by <em>k</em> to get an equivalent temperature in the vicinity of 2&times;10<sup>-16</sup> K, and so the spacing is close enough that for any reasonable temperature, replacing the sum by an integral makes sense.  Thus, our problem is purely the neglect of the ground state.<br />
Let us examine what happens as the chemical potential <em>&mu;</em> approaches the ground state <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?E_{1,1,1}"> from below.  We name the number of particles in the ground state as <em>n</em><sub>0</sub>; our Bose-Einstein distribution tells us that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?n_0=\frac{1}{e^{\beta\left(E_{1,1,1}-\mu\right)}-1}">.  If our occupation number of the ground state is large, <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?n_0\gg1">, then we see that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\beta\left(E_{1,1,1}-\mu\right)\ll1">; we thus expand the exponential in first order:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?e^{\beta\left(E_{1,1,1}-\mu\right)}\approx{1+\frac{E_{1,1,1}-\mu}{kT}}">, so that<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?n_0\approx\frac{kT}{E_{1,1,1}-\mu}">.  If the total number of particles is <em>Ñ</em>, then we see that the population of the orbital ground state is comparable to this when <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\beta\left(E_{1,1,1}-\mu\right)\sim\frac{1}{\tilde{N}}">, and the chemical potential cannot get closer to the ground state than <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?E_{1,1,1}-\mu\approx\frac{kT}{\tilde{N}}">; the higher states are shielded from Gibbs potential by the ground state.<br />
When the ground state population is significant, which occurs below <em>T<sub>c</sub></em>, we can see that the occupation number of any other individual state is relatively small; compare <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?n_0=\frac{1}{e^{\beta\left(E_{1,1,1}-\mu\right)}-1}"> to <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?n_{2,1,1}=\frac{1}{e^{\beta\left(E_{2,1,1}-\mu\right)}-1}">.  Thus, the integral approximation remains valid for representing all states except the ground state.  Thus, we simply add an additional separate term explicitly listing the ground state in the sum of states.<br />
The total number of particles is <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\tilde{N}=n_0+\tilde{N}_e">, where <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\tilde{N}_e=\frac{g_0V}{\Lambda_T^3}\text{Li}_{3/2}(\xi)"> is here the number of particles in the excited states, and thus the reason for the subscript we added before.  Writing <em>n</em><sub>0</sub> in terms of fugacity, and using <em>&epsilon;</em>=0 for the ground state, we have<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?n_0=\frac{1}{e^{\beta\left(-\mu\right)}-1}=\frac{e^{\beta\mu}}{1-e^{\beta\mu}}=\frac{\xi}{1-\xi}">.<br />
Since particles in the ground state have zero energy, the energy of the gas remains <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?U=\frac{3}{2}kT\frac{g_0V}{\Lambda_T^3}\text{Li}_{5/2}(\xi)">, and the reinterpreting of <em>Ñ<sub>e</sub></em> is the key correction.<br />
Correcting the grand canonical potential <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\Psi=-kT\ln\mathcal{Z}">, we see that our explicit ground state adds a term <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?-kT\ln\left[\frac{1}{\left(1-e^{\beta\mu}\right)^{g_0}}\right]=g_0kT\ln(1-\xi)">, and so our fundamental equation is<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\Psi=g_0kT\ln(1-\xi)-g_0kT\frac{V}{\Lambda_T^3}\text{Li}_{5/2}(\xi)">.<br />
<br />
Now, we can use the above to analyze the properties of the Bose gas below the condensation temperature.  First, for <em>T</em>&lt;<em>T<sub>c</sub></em>, the maximum number of particles in the excited states is<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\tilde{N}_e=\frac{g_0V}{\Lambda_T^3}\text{Li}_{3/2}(1)=\frac{g_0V}{\Lambda_T^3}\zeta\left(\frac{3}{2}\right)">.  As <em>T</em>&rarr;em&gt;T<sub>c</sub></em>, we have <em>Ñ<sub>e</sub></em>&rarr;<em>Ñ</em>, and so we have <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\tilde{N}=\frac{g_0V}{\Lambda_c^3}\zeta\left(\frac{3}{2}\right)">, where <em>&lambda;<sub>c</sub></em> is the value of the thermal de Broglie wavelength at the condensation temperature.  Dividing these,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{\tilde{N}_e}{\tilde{N}}=\frac{\frac{g_0V}{\Lambda_T^3}\zeta\left(\frac{3}{2}\right)}{\frac{g_0V}{\Lambda_c^3}\zeta\left(\frac{3}{2}\right)}=\left(\frac{\lambda_c}{\lambda_T}\right)^3=\left(\frac{T}{T_c}\right)^{3/2}">; this tells us that the fraction of the gas particles in the ground state as a function of temperature is<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{n_0}{\tilde{N}}=1-\frac{\tilde{N}_e}{\tilde{N}}=1-\left(\frac{T}{T_c}\right)^{3/2}">.<br />
<br />
Now, examine the energy.  For <em>T</em>&gt;<em>T<sub>c</sub></em>, we have as before, <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?U=\frac{3}{2}kT\frac{g_0V}{\Lambda_T^3}\text{Li}_{5/2}(\xi)=\frac{3}{2}\tilde{N}_ekT\frac{\text{Li}_{5/2}(\xi)}{\text{Li}_{3/2}(\xi)}">.  For <em>T</em>&lt;<em>T<sub>c</sub></em>, we have<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}U&amp;=&amp;\frac{3}{2}kT\frac{g_0V}{\Lambda_T^3}\text{Li}_{5/2}(1)\\&amp;=&amp;\frac{3}{2}kT\frac{\tilde{N}_e}{\zeta\left(\frac{3}{2}\right)}\zeta\left(\frac{5}{2}\right)\\&amp;=&amp;\frac{3}{2}\tilde{N}kT\frac{\zeta\left(\frac{5}{2}\right)}{\zeta\left(\frac{3}{2}\right)}\frac{\tilde{N}_e}{\tilde{N}}\\&amp;=&amp;\frac{3}{2}\tilde{N}kT\frac{\zeta\left(\frac{5}{2}\right)}{\zeta\left(\frac{3}{2}\right)}\left(\frac{T}{T_c}\right)^{3/2}\\U&amp;=&amp;\frac{3\zeta\left(\frac{5}{2}\right)}{2\zeta\left(\frac{3}{2}\right)}\tilde{N}kT_c\left(\frac{T}{T_c}\right)^{5/2}\\U&amp;\approx&amp;0.77\tilde{N}kT_c\left(\frac{T}{T_c}\right)^{5/2}\end{eqnarray}">.<br />
<br />
From this, we find the <a href="http://twistedone151.wordpress.com/2009/05/22/physics-friday-73/">heat capacity</a> at constant volume by<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?C_V=\left(\frac{\partial{U}}{\partial{T}}\right)_V">.<br />
Below the condensation temperature, we take the derivative of the above, to get<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?C_V=\frac{15\zeta\left(\frac{5}{2}\right)}{4\zeta\left(\frac{3}{2}\right)}\tilde{N}k\left(\frac{T}{T_c}\right)^{3/2}\approx{1.9}\tilde{N}k\left(\frac{T}{T_c}\right)^{3/2}">, giving at <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?T=T_c"> a value of <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?C_V\approx{1.9}\tilde{N}k">, significantly higher than the classical value 1.5<em>Ñk</em>, which we approach in the high-temperature classical regime.  For temperatures above the condensation temperature, we have to take the derivative with respect to temperature of <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?U=\frac{3}{2}\tilde{N}_ekT\frac{\text{Li}_{5/2}(\xi)}{\text{Li}_{3/2}(\xi)}"> at constant <em>Ñ</em>, and eliminating <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\left(\frac{d\xi}{dT}\right)_{\tilde{N}}"> using  <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\tilde{N}_e=\frac{g_0V}{\Lambda_T^3}\text{Li}_{3/2}(\xi)">, and consider the temperature dependence of the thermal de Broglie wavelength.  Performing that calculus, the net result is that<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}C_V&amp;=&amp;\frac{3}{2}\tilde{N}k\left[\frac{5}{2}\frac{\text{Li}_{5/2}(\xi)}{\text{Li}_{3/2}(\xi)}-\frac{3}{2}\frac{\text{Li}_{5/2}'(\xi)}{\text{Li}_{3/2}'(\xi)}\right]\\&amp;=&amp;\frac{3}{2}\tilde{N}k\left[\frac{5}{2}\frac{\text{Li}_{5/2}(\xi)}{\text{Li}_{3/2}(\xi)}-\frac{3}{2}\frac{\text{Li}_{3/2}(\xi)}{\text{Li}_{1/2}(\xi)}\right]\end{eqnarray}">. This is greater than the classical value, and approaches it as <em>T</em> becomes large.<br />
Both the <em>T</em>&lt;<em>T<sub>c</sub></em> and <em>T</em>&gt;<em>T<sub>c</sub></em> equations give <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?C_V\approx{1.9}\tilde{N}k"> at <em>T</em>=<em>T<sub>c</sub></em>; however, the heat capacity has a cusp at this point; <em>C<sub>V</sub></em> is increasing for <em>T</em>&lt;<em>T<sub>c</sub></em> and decreasing for <em>T</em>&gt;<em>T<sub>c</sub></em>.  This unique cusp in heat capacity is one of the signatures of Bose condensation.<br /></p>
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			<media:title type="html">twistedone151</media:title>
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		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\T_c=\frac{2\pi\hbar^2}{mk}\left[\frac{\tilde{N}_e}{\zeta\left(\frac{3}{2}\right)g_0V}\right]^{2/3}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?E_{n_x,n_y,n_z}=\frac{\pi^2\hbar^2}{2mL^2}(n_x^2+n_y^2+n_z^2)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?L=V^{1/3}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?E_{n_x,n_y,n_z}=\frac{\pi^2\hbar^2}{2mV^{2/3}}(n_x^2+n_y^2+n_z^2)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?E_{1,1,1}=\frac{3\pi^2\hbar^2}{2mV^{2/3}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?E_{2,1,1}=E_{1,2,1}=E_{1,1,2}=\frac{3\pi^2\hbar^2}{mV^{2/3}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?E_{2,1,1}-E_{1,1,1}=\frac{3\pi^2\hbar^2}{2mV^{2/3}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?E_{1,1,1}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?n_0=\frac{1}{e^{\beta\left(E_{1,1,1}-\mu\right)}-1}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?n_0\gg1" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\beta\left(E_{1,1,1}-\mu\right)\ll1" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?e^{\beta\left(E_{1,1,1}-\mu\right)}\approx{1+\frac{E_{1,1,1}-\mu}{kT}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?n_0\approx\frac{kT}{E_{1,1,1}-\mu}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\beta\left(E_{1,1,1}-\mu\right)\sim\frac{1}{\tilde{N}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?E_{1,1,1}-\mu\approx\frac{kT}{\tilde{N}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?n_0=\frac{1}{e^{\beta\left(E_{1,1,1}-\mu\right)}-1}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?n_{2,1,1}=\frac{1}{e^{\beta\left(E_{2,1,1}-\mu\right)}-1}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\tilde{N}=n_0+\tilde{N}_e" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\tilde{N}_e=\frac{g_0V}{\Lambda_T^3}\text{Li}_{3/2}(\xi)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?n_0=\frac{1}{e^{\beta\left(-\mu\right)}-1}=\frac{e^{\beta\mu}}{1-e^{\beta\mu}}=\frac{\xi}{1-\xi}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?U=\frac{3}{2}kT\frac{g_0V}{\Lambda_T^3}\text{Li}_{5/2}(\xi)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\Psi=-kT\ln\mathcal{Z}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?-kT\ln\left[\frac{1}{\left(1-e^{\beta\mu}\right)^{g_0}}\right]=g_0kT\ln(1-\xi)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\Psi=g_0kT\ln(1-\xi)-g_0kT\frac{V}{\Lambda_T^3}\text{Li}_{5/2}(\xi)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\tilde{N}_e=\frac{g_0V}{\Lambda_T^3}\text{Li}_{3/2}(1)=\frac{g_0V}{\Lambda_T^3}\zeta\left(\frac{3}{2}\right)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\tilde{N}=\frac{g_0V}{\Lambda_c^3}\zeta\left(\frac{3}{2}\right)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{\tilde{N}_e}{\tilde{N}}=\frac{\frac{g_0V}{\Lambda_T^3}\zeta\left(\frac{3}{2}\right)}{\frac{g_0V}{\Lambda_c^3}\zeta\left(\frac{3}{2}\right)}=\left(\frac{\lambda_c}{\lambda_T}\right)^3=\left(\frac{T}{T_c}\right)^{3/2}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{n_0}{\tilde{N}}=1-\frac{\tilde{N}_e}{\tilde{N}}=1-\left(\frac{T}{T_c}\right)^{3/2}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?U=\frac{3}{2}kT\frac{g_0V}{\Lambda_T^3}\text{Li}_{5/2}(\xi)=\frac{3}{2}\tilde{N}_ekT\frac{\text{Li}_{5/2}(\xi)}{\text{Li}_{3/2}(\xi)}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}U&#38;=&#38;\frac{3}{2}kT\frac{g_0V}{\Lambda_T^3}\text{Li}_{5/2}(1)\\&#38;=&#38;\frac{3}{2}kT\frac{\tilde{N}_e}{\zeta\left(\frac{3}{2}\right)}\zeta\left(\frac{5}{2}\right)\\&#38;=&#38;\frac{3}{2}\tilde{N}kT\frac{\zeta\left(\frac{5}{2}\right)}{\zeta\left(\frac{3}{2}\right)}\frac{\tilde{N}_e}{\tilde{N}}\\&#38;=&#38;\frac{3}{2}\tilde{N}kT\frac{\zeta\left(\frac{5}{2}\right)}{\zeta\left(\frac{3}{2}\right)}\left(\frac{T}{T_c}\right)^{3/2}\\U&#38;=&#38;\frac{3\zeta\left(\frac{5}{2}\right)}{2\zeta\left(\frac{3}{2}\right)}\tilde{N}kT_c\left(\frac{T}{T_c}\right)^{5/2}\\U&#38;\approx&#38;0.77\tilde{N}kT_c\left(\frac{T}{T_c}\right)^{5/2}\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?C_V=\left(\frac{\partial{U}}{\partial{T}}\right)_V" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?C_V=\frac{15\zeta\left(\frac{5}{2}\right)}{4\zeta\left(\frac{3}{2}\right)}\tilde{N}k\left(\frac{T}{T_c}\right)^{3/2}\approx{1.9}\tilde{N}k\left(\frac{T}{T_c}\right)^{3/2}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?T=T_c" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?C_V\approx{1.9}\tilde{N}k" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?U=\frac{3}{2}\tilde{N}_ekT\frac{\text{Li}_{5/2}(\xi)}{\text{Li}_{3/2}(\xi)}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\left(\frac{d\xi}{dT}\right)_{\tilde{N}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\tilde{N}_e=\frac{g_0V}{\Lambda_T^3}\text{Li}_{3/2}(\xi)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}C_V&#38;=&#38;\frac{3}{2}\tilde{N}k\left[\frac{5}{2}\frac{\text{Li}_{5/2}(\xi)}{\text{Li}_{3/2}(\xi)}-\frac{3}{2}\frac{\text{Li}_{5/2}'(\xi)}{\text{Li}_{3/2}'(\xi)}\right]\\&#38;=&#38;\frac{3}{2}\tilde{N}k\left[\frac{5}{2}\frac{\text{Li}_{5/2}(\xi)}{\text{Li}_{3/2}(\xi)}-\frac{3}{2}\frac{\text{Li}_{3/2}(\xi)}{\text{Li}_{1/2}(\xi)}\right]\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?C_V\approx{1.9}\tilde{N}k" medium="image" />
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		<title>Monday Math 92</title>
		<link>http://twistedone151.wordpress.com/2009/10/12/monday-math-92/</link>
		<comments>http://twistedone151.wordpress.com/2009/10/12/monday-math-92/#comments</comments>
		<pubDate>Mon, 12 Oct 2009 09:16:21 +0000</pubDate>
		<dc:creator>twistedone151</dc:creator>
				<category><![CDATA[Math/Science]]></category>
		<category><![CDATA[Abelian Group]]></category>
		<category><![CDATA[Arithmetic Function]]></category>
		<category><![CDATA[Dirichlet Convolution]]></category>
		<category><![CDATA[DIrichlet Inverse]]></category>
		<category><![CDATA[Math]]></category>
		<category><![CDATA[Möbius Function]]></category>
		<category><![CDATA[Möbius Inversion Formula]]></category>
		<category><![CDATA[Monday Math]]></category>
		<category><![CDATA[Multiplicative Function]]></category>

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		<description><![CDATA[Last Monday, I discussed the Dirichlet convolution.  We noted that it is commutative, associative, and has an identity element (the &#8220;unit function&#8221; ).  We also noted that the Dirichlet convolution of two multiplicative functions is also multiplicative.

Now, suppose we have an arithmetic function f(n).  Is it possible to find another arithmetic function, [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=twistedone151.wordpress.com&blog=2556806&post=1730&subd=twistedone151&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p><a href="http://twistedone151.wordpress.com/2009/10/05/monday-math-91/">Last Monday</a>, I discussed the Dirichlet convolution.  We noted that it is commutative, associative, and has an identity element (the &#8220;unit function&#8221; <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\epsilon(n)=\Large\left\{\begin{eqnarray}1&amp;,\;&amp;n=1\\{0}&amp;,\;&amp;n\gt1\end{eqnarray}\right\.">).  We also noted that the Dirichlet convolution of two multiplicative functions is also multiplicative.<br />
<br />
Now, suppose we have an arithmetic function <em>f</em>(<em>n</em>).  Is it possible to find another arithmetic function, <em>g</em>(<em>n</em>), such that <em>f</em>*<em>g</em>=<em>&epsilon;</em>?  First, note that <em>&epsilon;</em>(1)=1.  Thus, we have 1=(<em>f</em>*<em>g</em>)(1)=<em>f</em>(1)<em>g</em>(1), and thus, we see that we can find <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?g(1)=\frac{1}{f(1)}">, so long as <em>f</em>(1)&ne;0.  Assuming that this is true, we now can examine higher <em>n</em>; using the fact that <em>&epsilon;</em>(<em>n</em>)=0 for <em>n</em>&gt;0, we note that<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\epsilon(2)&amp;=&amp;(f*g)(2)\\{0}&amp;=&amp;f(1)g(2)+f(2)g(1)\\{0}&amp;=&amp;f(1)g(2)+\frac{f(2)}{f(1)}\\f(1)g(2)&amp;=&amp;-\frac{f(2)}{f(1)}\\g(2)&amp;=&amp;-\frac{f(2)}{\left(f(1)\right)^2}\end{eqnarray}">.<br />
Similarly,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\epsilon(3)&amp;=&amp;(f*g)(3)\\{0}&amp;=&amp;f(1)g(3)+f(3)g(1)\\{0}&amp;=&amp;f(1)g(3)+\frac{f(3)}{f(1)}\\f(1)g(3)&amp;=&amp;-\frac{f(3)}{f(1)}\\g(3)&amp;=&amp;-\frac{f(3)}{\left(f(1)\right)^2}\end{eqnarray}">,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\epsilon(4)&amp;=&amp;(f*g)(4)\\{0}&amp;=&amp;f(1)g(4)+f(2)g(2)+f(4)g(1)\\{0}&amp;=&amp;f(1)g(4)-\frac{\left(f(2)\right)^2}{\left(f(1)\right)^2}+\frac{f(4)}{f(1)}\\f(1)g(4)&amp;=&amp;\frac{\left(f(2)\right)^2}{\left(f(1)\right)^2}-\frac{f(4)}{f(1)}\\g(4)&amp;=&amp;\frac{\left(f(2)\right)^2}{\left(f(1)\right)^3}-\frac{f(4)}{\left(f(1)\right)^2}\end{eqnarray}">,<br />
and so on; more specifically, for <em>n</em>&gt;0,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\epsilon(n)&amp;=&amp;(f*g)(n)\\{0}&amp;=&amp;\sum_{d|n}f\left(\frac{n}{d}\right)g(d)\\{0}&amp;=&amp;f(1)g(n)+\sum_{d|n,\,d\lt{n}}f\left(\frac{n}{d}\right)g(d)\\f(1)g(n)&amp;=&amp;-\sum_{d|n,\,d\lt{n}}f\left(\frac{n}{d}\right)g(d)\\g(n)&amp;=&amp;-\frac{1}{f(1)}\sum_{d|n,\,d\lt{n}}f\left(\frac{n}{d}\right)g(d)\end{eqnarray}">.<br />
Thus, we can find the value of <em>g</em>(<em>n</em>) for each positive integer <em>n</em> recursively, in terms of the values of <em>g</em> for the proper divisors of <em>n</em>, so long as <em>f</em>(1)&ne;0, and we see that for a given <em>f</em>(<em>n</em>), <em>g</em>(<em>n</em>) is unique.  This function, which we shall denote <em>f</em><sup>-1</sup>(<em>n</em>), is called the Dirichlet inverse of <em>f</em>(<em>n</em>).  Note that the Dirichlet inverse of the Dirichlet inverse of a function is that function, as we expect from inverse elements.<br />
Writing the above recursive procedure succinctly:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(1)=\frac{1}{f(1)}">,<br />
and for <em>n</em>&gt;0,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(n)=-\frac{1}{f(1)}\sum_{d|n,\,d\lt{n}}f\left(\frac{n}{d}\right)f^{-1}(d)">.<br />
<br />
An important property of the Dirichlet inverse is that the Dirichlet inverse of a multiplicative function is also multiplicative.  Thus, since the set of multiplicative functions is closed under the Dirichlet convolution, the Dirichlet convolution is commutative and associative, has an identity, and every multiplicative function has a multiplicative function as an inverse, we see that the multiplicative functions form an <a href="http://mathworld.wolfram.com/AbelianGroup.html">Abelian group</a> under Dirichlet convolution.<br />
<br />
Now, since the Dirichlet inverse of a multiplicative function is also multiplicative, we can limit the recursive procedure to the powers of primes; that is, we use<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(1)=\frac{1}{f(1)}"><br />
and then use <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?n=p^k">, <em>p</em> prime and <em>k</em>&gt;0, to get<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}f^{-1}\left(p^k\right)&amp;=&amp;-\frac{1}{f(1)}\sum_{d|p^k,\,d\lt{p^k}}f\left(\frac{p^k}{d}\right)f^{-1}(d)\\&amp;=&amp;-\sum_{i=0}^{k-1}f\left(p^{k-i}\right)f^{-1}\left(p^i\right)\end{eqnarray}">,<br />
<br />
For example, let&#8217;s consider the Möbius function <em>&mu;</em>(<em>n</em>).  We have <em>&mu;</em><sup>-1</sup>(1)=1, and, using<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}\left(p^k\right)=-\sum_{i=0}^{k-1}f\left(p^{k-i}\right)f^{-1}\left(p^i\right)"> along with<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu\left(p^k\right)=\Large\left\{\begin{eqnarray}1&amp;,\;&amp;k={0}\\-1&amp;,\;&amp;k=1\\{0}&amp;,\;&amp;k\gt1\end{eqnarray}\right\.">,<br />
we see<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu^{-1}(p)=-\mu(p)\mu^{-1}(1)=-\mu(p)=1"><br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu^{-1}\left(p^2\right)=-\left[\mu\left(p^2\right)\mu^{-1}(1)+\mu(p)\mu^{-1}(p)\right]=-[{0}\cdot{1}+(-1)\cdot{1}]=1">,<br />
and, since <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu\left(p^k\right)=0"> for <em>k</em>&gt;1, we see that all terms in the sum <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\sum_{i=0}^{k-1}\mu\left(p^{k-i}\right)\mu^{-1}\left(p^i\right)"> are zero except the <em>i</em>=<em>k</em>-1 term,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu^{-1}\left(p^k\right)=-\mu(p)\mu^{-1}\left(p^{k-1}\right)=\mu^{-1}\left(p^{k-1}\right)"><br />
and thus, via this recursion, <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu^{-1}\left(p^k\right)=1"> for any prime <em>p</em> and non-negative integer <em>k</em>; and thus<br />
 <em>&mu;</em><sup>-1</sup>(<em>n</em>)=1(<em>n</em>), the constant function that returns 1 for all arguements.<br />
<br />
This fact allows us to prove a relation known as the Möbius inversion formula, which states that for arithmetic functions <em>f</em>(<em>n</em>) and <em>g</em>(<em>n</em>), with<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?g(n)=\sum_{d|n}f(d)"> for every positive integer <em>n</em>, then<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f(n)=\sum_{d|n}\mu(d)g\left(\frac{n}{d}\right)">.<br />
Note that in the notation of Dirichlet convolutions, the first relation is just <em>g</em>=<em>f</em>*1, and the second is <em>f</em>=<em>&mu;</em>*<em>g</em>.  Now, if <em>g</em>=<em>f</em>*1, then<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\mu*g&amp;=&amp;\mu*(f*1)\\&amp;=&amp;\mu*(1*f)\\&amp;=&amp;(\mu*1)*f\\&amp;=&amp;\epsilon*f\\\mu*g&amp;=&amp;f\end{eqnarray}">,<br />
and we have proven the formula.<br />
<br />
To show it in use, suppose that <em>g</em>(<em>n</em>) is the identity function <em>id</em>(<em>n</em>)=<em>n</em>, and we want to find <em>f</em>; that is, we want to find the function <em>f</em>(<em>n</em>) such that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\sum_{d|n}f(d)=n"> for every positive integer <em>n</em>.  The Möbius inversion formula tells us that <em>f</em>(<em>n</em>)=(<em>id</em>*<em>&mu;</em>)(<em>n</em>).  Using the fact that both <em>id</em> and <em>&mu;</em> are multiplicative, we see <em>f</em> is multiplicative, so for <em>p</em> prime and <em>k</em>&gt;0,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\left(\mu*id\right)\left(p^k\right)&amp;=&amp;\sum_{d|p^k}\mu(d)id\left(\frac{p^k}{d}\right)\\&amp;=&amp;\sum_{i=0}^{k}\mu\left(p^i\right)p^{k-i}\\&amp;=&amp;\mu(1)p^{k-0}+\mu(p)p^{k-1}\\&amp;=&amp;p^k-p^{k-1}\\\left(\mu*id\right)\left(p^k\right)&amp;=&amp;p^{k-1}(p-1)\end{eqnarray}">,<br />
and we should thus recognize that <em>f</em>(<em>n</em>)=(<em>id</em>*<em>&mu;</em>)(<em>n</em>)=<em>&phi;</em>(<em>n</em>), the totient function, and so <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\sum_{d|n}\phi(d)=n">.<br />
<br />
We can also see that, since we showed <a href="http://twistedone151.wordpress.com/2009/10/05/monday-math-91/">last time</a> that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu*2^{\omega}=|\mu|">, the Möbius inversion formula then tells us that<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?(1*|\mu|)(n)=\sum_{d|n}|\mu(d)|=2^{\omega(n)}">.<br /></p>
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		<media:content url="http://1.gravatar.com/avatar/720ab0d5c1c8669a6adb4f586c1d75ea?s=96&#38;d=identicon&#38;r=G" medium="image">
			<media:title type="html">twistedone151</media:title>
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		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\epsilon(n)=\Large\left\{\begin{eqnarray}1&#38;,\;&#38;n=1\\{0}&#38;,\;&#38;n\gt1\end{eqnarray}\right\." medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?g(1)=\frac{1}{f(1)}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\epsilon(2)&#38;=&#38;(f*g)(2)\\{0}&#38;=&#38;f(1)g(2)+f(2)g(1)\\{0}&#38;=&#38;f(1)g(2)+\frac{f(2)}{f(1)}\\f(1)g(2)&#38;=&#38;-\frac{f(2)}{f(1)}\\g(2)&#38;=&#38;-\frac{f(2)}{\left(f(1)\right)^2}\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\epsilon(3)&#38;=&#38;(f*g)(3)\\{0}&#38;=&#38;f(1)g(3)+f(3)g(1)\\{0}&#38;=&#38;f(1)g(3)+\frac{f(3)}{f(1)}\\f(1)g(3)&#38;=&#38;-\frac{f(3)}{f(1)}\\g(3)&#38;=&#38;-\frac{f(3)}{\left(f(1)\right)^2}\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\epsilon(4)&#38;=&#38;(f*g)(4)\\{0}&#38;=&#38;f(1)g(4)+f(2)g(2)+f(4)g(1)\\{0}&#38;=&#38;f(1)g(4)-\frac{\left(f(2)\right)^2}{\left(f(1)\right)^2}+\frac{f(4)}{f(1)}\\f(1)g(4)&#38;=&#38;\frac{\left(f(2)\right)^2}{\left(f(1)\right)^2}-\frac{f(4)}{f(1)}\\g(4)&#38;=&#38;\frac{\left(f(2)\right)^2}{\left(f(1)\right)^3}-\frac{f(4)}{\left(f(1)\right)^2}\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\epsilon(n)&#38;=&#38;(f*g)(n)\\{0}&#38;=&#38;\sum_{d&#124;n}f\left(\frac{n}{d}\right)g(d)\\{0}&#38;=&#38;f(1)g(n)+\sum_{d&#124;n,\,d\lt{n}}f\left(\frac{n}{d}\right)g(d)\\f(1)g(n)&#38;=&#38;-\sum_{d&#124;n,\,d\lt{n}}f\left(\frac{n}{d}\right)g(d)\\g(n)&#38;=&#38;-\frac{1}{f(1)}\sum_{d&#124;n,\,d\lt{n}}f\left(\frac{n}{d}\right)g(d)\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(1)=\frac{1}{f(1)}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(n)=-\frac{1}{f(1)}\sum_{d&#124;n,\,d\lt{n}}f\left(\frac{n}{d}\right)f^{-1}(d)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}(1)=\frac{1}{f(1)}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?n=p^k" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}f^{-1}\left(p^k\right)&#38;=&#38;-\frac{1}{f(1)}\sum_{d&#124;p^k,\,d\lt{p^k}}f\left(\frac{p^k}{d}\right)f^{-1}(d)\\&#38;=&#38;-\sum_{i=0}^{k-1}f\left(p^{k-i}\right)f^{-1}\left(p^i\right)\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f^{-1}\left(p^k\right)=-\sum_{i=0}^{k-1}f\left(p^{k-i}\right)f^{-1}\left(p^i\right)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu\left(p^k\right)=\Large\left\{\begin{eqnarray}1&#38;,\;&#38;k={0}\\-1&#38;,\;&#38;k=1\\{0}&#38;,\;&#38;k\gt1\end{eqnarray}\right\." medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu^{-1}(p)=-\mu(p)\mu^{-1}(1)=-\mu(p)=1" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu^{-1}\left(p^2\right)=-\left[\mu\left(p^2\right)\mu^{-1}(1)+\mu(p)\mu^{-1}(p)\right]=-[{0}\cdot{1}+(-1)\cdot{1}]=1" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu\left(p^k\right)=0" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\sum_{i=0}^{k-1}\mu\left(p^{k-i}\right)\mu^{-1}\left(p^i\right)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu^{-1}\left(p^k\right)=-\mu(p)\mu^{-1}\left(p^{k-1}\right)=\mu^{-1}\left(p^{k-1}\right)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu^{-1}\left(p^k\right)=1" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?g(n)=\sum_{d&#124;n}f(d)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f(n)=\sum_{d&#124;n}\mu(d)g\left(\frac{n}{d}\right)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\mu*g&#38;=&#38;\mu*(f*1)\\&#38;=&#38;\mu*(1*f)\\&#38;=&#38;(\mu*1)*f\\&#38;=&#38;\epsilon*f\\\mu*g&#38;=&#38;f\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\sum_{d&#124;n}f(d)=n" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\left(\mu*id\right)\left(p^k\right)&#38;=&#38;\sum_{d&#124;p^k}\mu(d)id\left(\frac{p^k}{d}\right)\\&#38;=&#38;\sum_{i=0}^{k}\mu\left(p^i\right)p^{k-i}\\&#38;=&#38;\mu(1)p^{k-0}+\mu(p)p^{k-1}\\&#38;=&#38;p^k-p^{k-1}\\\left(\mu*id\right)\left(p^k\right)&#38;=&#38;p^{k-1}(p-1)\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\sum_{d&#124;n}\phi(d)=n" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu*2^{\omega}=&#124;\mu&#124;" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?(1*&#124;\mu&#124;)(n)=\sum_{d&#124;n}&#124;\mu(d)&#124;=2^{\omega(n)}" medium="image" />
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		<title>Mathematical Addendum to Physics Friday 92</title>
		<link>http://twistedone151.wordpress.com/2009/10/09/mathematical-addendum-to-physics-friday-92/</link>
		<comments>http://twistedone151.wordpress.com/2009/10/09/mathematical-addendum-to-physics-friday-92/#comments</comments>
		<pubDate>Fri, 09 Oct 2009 08:05:02 +0000</pubDate>
		<dc:creator>twistedone151</dc:creator>
				<category><![CDATA[Math/Science]]></category>
		<category><![CDATA[Dirichlet Eta Function]]></category>
		<category><![CDATA[Math]]></category>
		<category><![CDATA[Mercator Series]]></category>
		<category><![CDATA[Polylogarithm]]></category>
		<category><![CDATA[Riemann Zeta Function]]></category>

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		<description><![CDATA[The polylogarithms are the functions
;
the sum converges in the complex plane over the open unit disk (and can be extended to the whole plane via analytic continuation).
The specific cases Li2(z) and Li3(z) are known respectively as the dilogarithm and trilogarithm.  Note that from the Mercator series , we see that .  Similarly, .

Taking [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=twistedone151.wordpress.com&blog=2556806&post=1720&subd=twistedone151&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>The polylogarithms are the functions<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{s}(z)=\sum_{k=1}^{\infty}\frac{z^k}{k^s}">;<br />
the sum converges in the complex plane over the open unit disk (and can be extended to the whole plane via analytic continuation).<br />
The specific cases Li<sub>2</sub>(<em>z</em>) and Li<sub>3</sub>(<em>z</em>) are known respectively as the dilogarithm and trilogarithm.  Note that from the Mercator series <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\ln(1+x)=\sum_{k=1}^{\infty}\frac{(-1)^{k-1}z^k}{k}">, we see that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_1(z)=\sum_{k=1}^{\infty}\frac{z^k}{k}=-\ln(1-z)">.  Similarly, <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_0(z)=\sum_{k=1}^{\infty}z^k=\frac{z}{1-z}">.<br />
<br />
Taking the derivative, we see:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\frac{d}{dz}\text{Li}_s(z)&amp;=&amp;\frac{d}{dz}\sum_{k=1}^{\infty}\frac{z^k}{k^s}\\&amp;=&amp;\sum_{k=1}^{\infty}\frac{kz^{k-1}}{k^s}\\&amp;=&amp;\frac{1}{z}\sum_{k=1}^{\infty}\frac{z^{k-1}}{k^{s-1}}\\\frac{d}{dz}\text{Li}_s(z)&amp;=&amp;\frac{1}{z}\text{Li}_{s-1}(z)\end{eqnarray}">.<br />
Combining this with the above, we see when the parameter <em>s</em> is a negative integer, the polylogarithm is a rational function:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{-1}(z)=z\frac{d}{dz}\text{Li}_0(z)=z\frac{d}{dz}\frac{z}{1-z}=\frac{z}{(1-z)^2}"><br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{-2}(z)=z\frac{d}{dz}\text{Li}_1(z)=\frac{z(1+z)}{(1-z)^3}">,<br />
and so on.  Similarly,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_2(z)=\int_0^z\frac{\text{Li}_1(u)}{u}\,du=-\int_0^z\frac{ln(1-u)}{u}\,du"><br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_3(z)=\int_0^z\frac{\text{Li}_2(u)}{u}\,du">,<br />
and so on.<br />
<br />
Examining the series, we see right away that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_s(0)=0"> and that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_s'(0)=1">.  Further, for <em>s</em>&gt;1<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{s}(1)=\sum_{k=1}^{\infty}\frac{1}{k^s}=\zeta(s)"><br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{s}(-1)=\sum_{k=1}^{\infty}\frac{(-1)^k}{k^s}=-\eta(s)">,<br />
where <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\zeta(s)"> is the Riemann zeta function and <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\eta(s)"> is the Dirichlet eta function.<br />
Combining these with the derivative relation,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{s}'(1)=\frac{1}{1}\text{Li}_{s-1}(1)=\zeta(s-1)"><br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{s}'(-1)=\frac{1}{-1}\text{Li}_{s-1}(-1)=\eta(s-1)">.<br />
<br />
For <em>s</em>&ge;0, Li<sub><em>s</em></sub>(<em>z</em>) is monotonically increasing (with <em>z</em>&lt;1 for convergence of the series).<br />
<br />
With regards to Fermi-Dirac and Bose-Einstein statistics, I show <a href="">here</a> that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\operatorname{\Gamma}(s)\text{Li}_s(-e^a)=-\int_0^{\infty}\frac{x^{s-1}}{e^{x-a}+1}\,dx"><br />
and<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\operatorname{\Gamma}(s)\text{Li}_s(e^a)=\int_0^{\infty}\frac{x^{s-1}}{e^{x-a}-1}\,dx">.<br />
[More generally, we have a pair of integral definitions:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\text{Li}_s(z)&amp;=&amp;\frac{1}{\operatorname{\Gamma}(s)}\int_0^{\infty}\frac{x^{s-1}}{\frac{e^x}{z}-1}\,dx\\\\\text{Li}_s(-z)&amp;=&amp;-\frac{1}{\operatorname{\Gamma}(s)}\int_0^{\infty}\frac{x^{s-1}}{\frac{e^x}{z}+1}\,dx\end{eqnarray}">.]<br />
<br />
Using all the above, we see that our functions <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(\xi)"> and <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{5/2}(\xi)"> used in the Bose gas analysis have the following properties:</p>
<ul>
<li><img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(\xi)\approx\xi"> and <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{5/2}(\xi)\approx\xi"> for small <em>&xi;</em>.</li>
<li><img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(1)=\zeta\left(\frac{3}{2}\right)\approx{2.612375}"> and <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{5/2}(1)=\zeta\left(\frac{5}{2}\right)\approx{1.341487}">.</li>
<li><img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}'_{5/2}(1)=\text{Li}_{3/2}(1)=\zeta\left(\frac{3}{2}\right)\approx{2.612375}"> and <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}'_{3/2}(1)=\text{Li}_{1/2}(1)">, which diverges (infinite slope).</li>
<li><img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(\xi)\ge\text{Li}_{5/2}(\xi)">, with equality only at <em>&xi;</em>=0</li>
<li>Expanding to first order in <em>&xi;</em>, <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{\text{Li}_{5/2}(\xi)}{\text{Li}_{3/2}(\xi)}\approx1-\frac{\xi}{2^{5/2}}">.</li>
<li><img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(\xi)"> and <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{5/2}(\xi)"> are both monotonically increasing functions for |<em>&xi;</em>|&le;1</li>
</ul>
<p></p>
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		<media:content url="http://1.gravatar.com/avatar/720ab0d5c1c8669a6adb4f586c1d75ea?s=96&#38;d=identicon&#38;r=G" medium="image">
			<media:title type="html">twistedone151</media:title>
		</media:content>

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{s}(z)=\sum_{k=1}^{\infty}\frac{z^k}{k^s}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\ln(1+x)=\sum_{k=1}^{\infty}\frac{(-1)^{k-1}z^k}{k}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_1(z)=\sum_{k=1}^{\infty}\frac{z^k}{k}=-\ln(1-z)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_0(z)=\sum_{k=1}^{\infty}z^k=\frac{z}{1-z}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\frac{d}{dz}\text{Li}_s(z)&#38;=&#38;\frac{d}{dz}\sum_{k=1}^{\infty}\frac{z^k}{k^s}\\&#38;=&#38;\sum_{k=1}^{\infty}\frac{kz^{k-1}}{k^s}\\&#38;=&#38;\frac{1}{z}\sum_{k=1}^{\infty}\frac{z^{k-1}}{k^{s-1}}\\\frac{d}{dz}\text{Li}_s(z)&#38;=&#38;\frac{1}{z}\text{Li}_{s-1}(z)\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{-1}(z)=z\frac{d}{dz}\text{Li}_0(z)=z\frac{d}{dz}\frac{z}{1-z}=\frac{z}{(1-z)^2}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{-2}(z)=z\frac{d}{dz}\text{Li}_1(z)=\frac{z(1+z)}{(1-z)^3}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_2(z)=\int_0^z\frac{\text{Li}_1(u)}{u}\,du=-\int_0^z\frac{ln(1-u)}{u}\,du" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_3(z)=\int_0^z\frac{\text{Li}_2(u)}{u}\,du" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_s(0)=0" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_s'(0)=1" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{s}(1)=\sum_{k=1}^{\infty}\frac{1}{k^s}=\zeta(s)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{s}(-1)=\sum_{k=1}^{\infty}\frac{(-1)^k}{k^s}=-\eta(s)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\zeta(s)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\eta(s)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{s}'(1)=\frac{1}{1}\text{Li}_{s-1}(1)=\zeta(s-1)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{s}'(-1)=\frac{1}{-1}\text{Li}_{s-1}(-1)=\eta(s-1)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\operatorname{\Gamma}(s)\text{Li}_s(-e^a)=-\int_0^{\infty}\frac{x^{s-1}}{e^{x-a}+1}\,dx" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\operatorname{\Gamma}(s)\text{Li}_s(e^a)=\int_0^{\infty}\frac{x^{s-1}}{e^{x-a}-1}\,dx" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\text{Li}_s(z)&#38;=&#38;\frac{1}{\operatorname{\Gamma}(s)}\int_0^{\infty}\frac{x^{s-1}}{\frac{e^x}{z}-1}\,dx\\\\\text{Li}_s(-z)&#38;=&#38;-\frac{1}{\operatorname{\Gamma}(s)}\int_0^{\infty}\frac{x^{s-1}}{\frac{e^x}{z}+1}\,dx\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(\xi)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{5/2}(\xi)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(\xi)\approx\xi" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{5/2}(\xi)\approx\xi" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(1)=\zeta\left(\frac{3}{2}\right)\approx{2.612375}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{5/2}(1)=\zeta\left(\frac{5}{2}\right)\approx{1.341487}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}'_{5/2}(1)=\text{Li}_{3/2}(1)=\zeta\left(\frac{3}{2}\right)\approx{2.612375}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}'_{3/2}(1)=\text{Li}_{1/2}(1)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(\xi)\ge\text{Li}_{5/2}(\xi)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{\text{Li}_{5/2}(\xi)}{\text{Li}_{3/2}(\xi)}\approx1-\frac{\xi}{2^{5/2}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(\xi)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{5/2}(\xi)" medium="image" />
	</item>
		<item>
		<title>Physics Friday 92</title>
		<link>http://twistedone151.wordpress.com/2009/10/09/physics-friday-92/</link>
		<comments>http://twistedone151.wordpress.com/2009/10/09/physics-friday-92/#comments</comments>
		<pubDate>Fri, 09 Oct 2009 08:01:07 +0000</pubDate>
		<dc:creator>twistedone151</dc:creator>
				<category><![CDATA[Math/Science]]></category>
		<category><![CDATA[Bose Condensation]]></category>
		<category><![CDATA[Bose Gas]]></category>
		<category><![CDATA[Boson]]></category>
		<category><![CDATA[Friday Physics]]></category>
		<category><![CDATA[Fugacity]]></category>
		<category><![CDATA[physics]]></category>
		<category><![CDATA[Polylogarithm]]></category>
		<category><![CDATA[Superfluid]]></category>
		<category><![CDATA[Thermal de Broglie Wavelength]]></category>

		<guid isPermaLink="false">http://twistedone151.wordpress.com/?p=1724</guid>
		<description><![CDATA[Last week, we began modeling the ideal Bose gas, including showing that it possesses the same classical limit as the Fermi gas, and that the mean occupation number for a given state in the Bose gas (Bose-Einstein distribution), , differs from that in the Fermi gas (Fermi-Dirac distribution), , by a change in sign in [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=twistedone151.wordpress.com&blog=2556806&post=1724&subd=twistedone151&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p><a href="http://twistedone151.wordpress.com/2009/10/02/physics-friday-91/">Last week</a>, we began modeling the ideal Bose gas, including showing that it possesses the same classical limit as the Fermi gas, and that the mean occupation number for a given state in the Bose gas (Bose-Einstein distribution), <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f_{\mathbf{k},m_s}=\frac{1}{e^{\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}-1}">, differs from that in the Fermi gas (Fermi-Dirac distribution), <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f_{\mathbf{k},m_s}=\frac{1}{e^{\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}+1}">, by a change in sign in the denominator.  After using the particle-in-a-box &#8220;density of states&#8221; to approximate sums over states as integrals over energy, we found several parameters in terms of polylogarithms; with <a href="http://twistedone151.wordpress.com/2009/09/11/physics-friday-89/">fugacity</a> <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\xi\equiv{e}^{\beta\mu}=e^{\frac{\mu}{kT}}">, we had<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?U= \frac{g_0m^{3/2}V}{2^{1/2}\pi^2\hbar^3}\int_0^{\infty}\frac{\epsilon^{3/2}}{e^{\beta(\epsilon-\mu)}-1}\,d\epsilon=\frac{3g_0m^{3/2}V}{2^{5/2}\pi^{3/2}\hbar^3\beta^{5/2}}\text{Li}_{5/2}(\xi)">,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\tilde{N}_e=\frac{g_0m^{3/2}V}{2^{1/2}\pi^2\hbar^3}\int_0^{\infty}\frac{\epsilon^{1/2}}{e^{\beta(\epsilon-\mu)}-1}\,d\epsilon=\frac{g_0m^{3/2}V}{2^{3/2}\pi^{3/2}\hbar^3\beta^{3/2}}\text{Li}_{3/2}(\xi)">,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\Psi=-\frac{2^{1/2}g_0m^{3/2}V}{3\pi^2\hbar^3}\int_0^{\infty}\frac{\epsilon^{3/2}}{e^{\beta(\epsilon-\mu)}-1}\,d\epsilon=-\frac{2}{3}U"><br />
(the subscript placed here on the particle number will become important for our notation later).<br />
We also found previously that due to the divergence of <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f_{\mathbf{k},m_s}=\frac{1}{e^{\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}-1}"> at <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu=\epsilon_{\mathbf{k}}">, the Gibbs potential must always be negative.  Since <em>&beta;</em> is always positive, then the fugacity must be less than unity: 0&lt;<em>&xi;</em>&lt;1.<br />
<br />
In the following work, I will use various properties of the polylogarithm functions.  A separate post exploring the mathematics involved can be found <a href="http://twistedone151.wordpress.com/2009/10/09/mathematical-addendum-to-physics-friday-92/">here</a>.<br />
<br />
Using the <a href="http://twistedone151.wordpress.com/2009/09/11/physics-friday-89/">thermal de Broglie wavelength</a> <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\Lambda_T=\sqrt{\frac{2\pi\beta\hbar^2}{m}}">, the above expressions for energy and particle number simplify to:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?U=\frac{3g_0V}{2\beta\Lambda_T^3}\text{Li}_{5/2}(\xi)=\frac{3}{2}kT\frac{g_0V}{\Lambda_T^3}\text{Li}_{5/2}(\xi)">.<br />
and<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\tilde{N}_e=\frac{g_0V}{\Lambda_T^3}\text{Li}_{3/2}(\xi)">.<br />
[Note that when the fugacity is small, these are approximated to first order in fugacity by <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?U\approx\frac{3}{2}kT\frac{gV}{\Lambda_T^3}\xi"> and <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\tilde{N}_e\approx\frac{gV}{\Lambda_T^3}\xi">, which we found in the classical approximation <a href="http://twistedone151.wordpress.com/2009/09/11/physics-friday-89/">here</a>].<br />
Now, dividing these to cancel the <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{g_0V}{\Lambda_T^3}"> terms, we get<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\frac{U}{\tilde{N}_e}&amp;=&amp;\frac{\frac{3}{2}kT\frac{g_0V}{\Lambda_T^3}\text{Li}_{5/2}(\xi)}{\frac{g_0V}{\Lambda_T^3}\text{Li}_{3/2}(\xi)}\\\\\frac{U}{\tilde{N}_e}&amp;=&amp;\frac{3}{2}kT\frac{\text{Li}_{5/2}(\xi)}{\text{Li}_{3/2}(\xi)}\\U&amp;=&amp;\frac{3}{2}\tilde{N}_ekT\frac{\text{Li}_{5/2}(\xi)}{\text{Li}_{3/2}(\xi)}\end{eqnarray}">,<br />
which differs from the classical <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?U=\frac{3}{2}\tilde{N}_ekT"> by a factor of <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{\text{Li}_{5/2}(\xi)}{\text{Li}_{3/2}(\xi)}">, which equals 1 at zero fugacity, and decreases with increasing fugacity (see the <a href="http://twistedone151.wordpress.com/2009/10/09/mathematical-addendum-to-physics-friday-92/">addendum</a>).  At the <em>&xi;</em>&rarr;1 limit (<em>&mu;</em>&rarr;0 from below), we have<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(1)=\zeta\left(\frac{3}{2}\right)\approx{2.612375}"><br />
and<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{5/2}(1)=\zeta\left(\frac{5}{2}\right)\approx{1.341487}">.<br />
<br />
Now, we have a way to analyze a given Bose gas.  Suppose we know <em>Ñ<sub>e</sub></em>, <em>V</em>, and <em>T</em>.  Then<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\tilde{N}_e=\frac{g_0V}{\Lambda_T^3}\text{Li}_{3/2}(\xi)"> tells us that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(\xi)=\frac{\Lambda_T^3\tilde{N}_e}{g_0V}">, and this can be solved numerically for the fugacity, which in turn allows us to evaluate the various thermodynamic functions.  Note that the dependence of the fugacity upon volume and particle number can be expressed as dependence on particle density <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?n=\frac{\tilde{N}_e}{V}">: <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(\xi)=\frac{\Lambda_T^3\tilde{N}_e}{g_0V}=\frac{\Lambda_T^3}{g_0}n">.<br />
<br />
However, we should note that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(\xi)=\sum_{k=1}^{\infty}\frac{\xi^k}{k^{3/2}}"> diverges for <em>&xi;</em>&gt;1, so the maximum value of the polylogarithm in question is <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(1)=\zeta\left(\frac{3}{2}\right)\approx{2.612375}">.  However, one can be given values of <em>Ñ<sub>e</sub></em>, <em>V</em>, and <em>T</em> with the temperature low enough or density high enough that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{\Lambda_T^3\tilde{N}_e}{g_0V}\gt\zeta\left(\frac{3}{2}\right)">.  In this situation, our proceeding analysis gives no solution for the fugacity; our analysis breaks down in this strong quantum limit.  Where is the error?<br />
<br />
The error is in how we considered the ground state.  Recall that at <em>&mu;</em>=0, the occupation number <em>n</em><sub>0</sub> becomes infinite; as the Gibbs potential rises toward zero, an increasing number of particles are found in the ground state.  However, recall that in approximating our sum over states as an integral, we used a &#8220;density of states&#8221; <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?D(\epsilon)\propto\sqrt{\epsilon}">, which for zero energy gives zero state density; our approximation neglects the ground state.  This wasn&#8217;t a problem for our Fermi gas, as the ground state there can only hold a small number (2<em>s</em>+1) of particles.<br />
<br />
Examining this &#8220;breakdown&#8221; point, we set <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{\Lambda_T^3\tilde{N}_e}{g_0V}=\zeta\left(\frac{3}{2}\right)">, and seek the temperature:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\frac{\Lambda_T^3\tilde{N}_e}{g_0V}&amp;=&amp;\zeta\left(\frac{3}{2}\right)\\\\\Lambda_T^3&amp;=&amp;\frac{g_0V}{\tilde{N}_e}\zeta\left(\frac{3}{2}\right)\\\\\Lambda_T&amp;=&amp;\left[\frac{g_0V}{\tilde{N}_e}\zeta\left(\frac{3}{2}\right)\right]^{1/3}\\\\\sqrt{\frac{2\pi\hbar^2}{mkT}}&amp;=&amp;\left[\frac{g_0V}{\tilde{N}_e}\zeta\left(\frac{3}{2}\right)\right]^{1/3}\\kT_c&amp;=&amp;\frac{2\pi\hbar^2}{m}\left[\frac{\tilde{N}_e}{\zeta\left(\frac{3}{2}\right)g_0V}\right]^{2/3}\end{eqnarray}">,<br />
where <em>T<sub>c</sub></em> is called the Bose condensation temperature.  Above this temperature, our integral approximation still holds; below it, a phenomenon called Bose condensation happens, where the population of the ground state becomes significant.  For example, <sup>4</sup>He has atomic mass <em>m</em>=4.0026 amu=6.6465&times;10<sup>-27</sup> kg, and liquid <sup>4</sup>He has a density of approximately 125 kg/m<sup>3</sup>, which gives number density n&asymp;1.88&times;10<sup>28</sup> m<sup>-3</sup>.  Using these, we get <em>T<sub>c</sub></em>&asymp;2.8 K, which is fairly close to the 2.17 K temperature where liquid helium-4 becomes <a href="http://en.wikipedia.org/wiki/Superfluid">superfluid</a>.<br />
<br />
Next week, I will explore how we correct the above analysis for temperatures below the condensation temperature.<br /></p>
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		<media:content url="http://1.gravatar.com/avatar/720ab0d5c1c8669a6adb4f586c1d75ea?s=96&#38;d=identicon&#38;r=G" medium="image">
			<media:title type="html">twistedone151</media:title>
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		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f_{\mathbf{k},m_s}=\frac{1}{e^{\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}-1}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f_{\mathbf{k},m_s}=\frac{1}{e^{\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}+1}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\xi\equiv{e}^{\beta\mu}=e^{\frac{\mu}{kT}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?U= \frac{g_0m^{3/2}V}{2^{1/2}\pi^2\hbar^3}\int_0^{\infty}\frac{\epsilon^{3/2}}{e^{\beta(\epsilon-\mu)}-1}\,d\epsilon=\frac{3g_0m^{3/2}V}{2^{5/2}\pi^{3/2}\hbar^3\beta^{5/2}}\text{Li}_{5/2}(\xi)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\tilde{N}_e=\frac{g_0m^{3/2}V}{2^{1/2}\pi^2\hbar^3}\int_0^{\infty}\frac{\epsilon^{1/2}}{e^{\beta(\epsilon-\mu)}-1}\,d\epsilon=\frac{g_0m^{3/2}V}{2^{3/2}\pi^{3/2}\hbar^3\beta^{3/2}}\text{Li}_{3/2}(\xi)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\Psi=-\frac{2^{1/2}g_0m^{3/2}V}{3\pi^2\hbar^3}\int_0^{\infty}\frac{\epsilon^{3/2}}{e^{\beta(\epsilon-\mu)}-1}\,d\epsilon=-\frac{2}{3}U" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f_{\mathbf{k},m_s}=\frac{1}{e^{\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}-1}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu=\epsilon_{\mathbf{k}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\Lambda_T=\sqrt{\frac{2\pi\beta\hbar^2}{m}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?U=\frac{3g_0V}{2\beta\Lambda_T^3}\text{Li}_{5/2}(\xi)=\frac{3}{2}kT\frac{g_0V}{\Lambda_T^3}\text{Li}_{5/2}(\xi)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\tilde{N}_e=\frac{g_0V}{\Lambda_T^3}\text{Li}_{3/2}(\xi)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?U\approx\frac{3}{2}kT\frac{gV}{\Lambda_T^3}\xi" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\tilde{N}_e\approx\frac{gV}{\Lambda_T^3}\xi" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{g_0V}{\Lambda_T^3}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\frac{U}{\tilde{N}_e}&#38;=&#38;\frac{\frac{3}{2}kT\frac{g_0V}{\Lambda_T^3}\text{Li}_{5/2}(\xi)}{\frac{g_0V}{\Lambda_T^3}\text{Li}_{3/2}(\xi)}\\\\\frac{U}{\tilde{N}_e}&#38;=&#38;\frac{3}{2}kT\frac{\text{Li}_{5/2}(\xi)}{\text{Li}_{3/2}(\xi)}\\U&#38;=&#38;\frac{3}{2}\tilde{N}_ekT\frac{\text{Li}_{5/2}(\xi)}{\text{Li}_{3/2}(\xi)}\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?U=\frac{3}{2}\tilde{N}_ekT" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{\text{Li}_{5/2}(\xi)}{\text{Li}_{3/2}(\xi)}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(1)=\zeta\left(\frac{3}{2}\right)\approx{2.612375}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{5/2}(1)=\zeta\left(\frac{5}{2}\right)\approx{1.341487}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\tilde{N}_e=\frac{g_0V}{\Lambda_T^3}\text{Li}_{3/2}(\xi)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(\xi)=\frac{\Lambda_T^3\tilde{N}_e}{g_0V}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?n=\frac{\tilde{N}_e}{V}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(\xi)=\frac{\Lambda_T^3\tilde{N}_e}{g_0V}=\frac{\Lambda_T^3}{g_0}n" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(\xi)=\sum_{k=1}^{\infty}\frac{\xi^k}{k^{3/2}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\text{Li}_{3/2}(1)=\zeta\left(\frac{3}{2}\right)\approx{2.612375}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{\Lambda_T^3\tilde{N}_e}{g_0V}\gt\zeta\left(\frac{3}{2}\right)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?D(\epsilon)\propto\sqrt{\epsilon}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{\Lambda_T^3\tilde{N}_e}{g_0V}=\zeta\left(\frac{3}{2}\right)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\frac{\Lambda_T^3\tilde{N}_e}{g_0V}&#38;=&#38;\zeta\left(\frac{3}{2}\right)\\\\\Lambda_T^3&#38;=&#38;\frac{g_0V}{\tilde{N}_e}\zeta\left(\frac{3}{2}\right)\\\\\Lambda_T&#38;=&#38;\left[\frac{g_0V}{\tilde{N}_e}\zeta\left(\frac{3}{2}\right)\right]^{1/3}\\\\\sqrt{\frac{2\pi\hbar^2}{mkT}}&#38;=&#38;\left[\frac{g_0V}{\tilde{N}_e}\zeta\left(\frac{3}{2}\right)\right]^{1/3}\\kT_c&#38;=&#38;\frac{2\pi\hbar^2}{m}\left[\frac{\tilde{N}_e}{\zeta\left(\frac{3}{2}\right)g_0V}\right]^{2/3}\end{eqnarray}" medium="image" />
	</item>
		<item>
		<title>Monday Math 91</title>
		<link>http://twistedone151.wordpress.com/2009/10/05/monday-math-91/</link>
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		<pubDate>Mon, 05 Oct 2009 09:12:20 +0000</pubDate>
		<dc:creator>twistedone151</dc:creator>
				<category><![CDATA[Math/Science]]></category>
		<category><![CDATA[Dirichlet Convolution]]></category>
		<category><![CDATA[Divisors]]></category>
		<category><![CDATA[Math]]></category>
		<category><![CDATA[Monday Math]]></category>
		<category><![CDATA[Multiplicative Function]]></category>

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		<description><![CDATA[An important binary operation on arithmetic functions is the Dirichlet convolution: for two artithmetic functions f(n) and g(n), the Dirichlet convolution gives a new arithmetic function, denoted f*g, defined by
.

Noting, first of all, that if d is a divisor of n, then n/d is also a divisor, we see that
,
and so the Dirichlet convolution is [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=twistedone151.wordpress.com&blog=2556806&post=1716&subd=twistedone151&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>An important binary operation on arithmetic functions is the Dirichlet convolution: for two artithmetic functions <em>f</em>(<em>n</em>) and <em>g</em>(<em>n</em>), the Dirichlet convolution gives a new arithmetic function, denoted <em>f</em>*<em>g</em>, defined by<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?(f*g)(n)=\sum_{d|n}f(d)g\left(\frac{n}{d}\right)">.<br />
<br />
Noting, first of all, that if <em>d</em> is a divisor of <em>n</em>, then <em>n</em>/<em>d</em> is also a divisor, we see that<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?(f*g)(n)=\sum_{d|n}f(d)g\left(\frac{n}{d}\right)=\sum_{d|n}f\left(\frac{n}{d}\right)g(d)=(g*f)(n)">,<br />
and so the Dirichlet convolution is commutative.<br />
Another property (but more complicated to prove, so I present without proof) is that the Dirichlet convolution is also associative: <em>f</em>*(<em>g</em>*<em>h</em>)=(<em>f</em>*<em>g</em>)*<em>h</em>.<br />
<br />
Now, suppose that <em>f</em> and <em>g</em> are both <a href="http://twistedone151.wordpress.com/2009/08/17/monday-math-85/">multiplicative functions</a>.  Then let us consider (<em>f</em>*<em>g</em>)(<em>mn</em>), where m and n are coprime:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?(f*g)(mn)=\sum_{d|mn}f(d)g\left(\frac{mn}{d}\right)">.  Let <em>d</em><sub>1</sub> be any divisor of <em>m</em>, and <em>d</em><sub>2</sub> be any divisor of <em>n</em>.  Then <em>d</em><sub>1</sub><em>d</em><sub>1</sub> divides <em>mn</em>.  Further, since gcd(<em>m</em>,<em>n</em>)=1, any divisor <em>d</em> of <em>mn</em> may be uniquely expressed as such a product <em>d</em><sub>1</sub><em>d</em><sub>2</sub>.  This allows us to rewrite the sum in the Dirichlet convolution above:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}(f*g)(mn)&amp;=&amp;\sum_{d|mn}f(d)g\left(\frac{mn}{d}\right)\\&amp;=&amp;\sum_{d_1|m}\sum_{d_2|n}f(d_1d_2)g\left(\frac{mn}{d_1d_2}\right)\end{eqnarray}">,<br />
and, since gcd(<em>d</em><sub>1</sub>,<em>d</em><sub>2</sub>)=1, and thus <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\gcd\left(\frac{m}{d_1},\frac{n}{d_2})=1"> (since respective factors of coprime integers must also be coprime), we apply the fact that <em>f</em> and <em>g</em> are both multiplicative:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}(f*g)(mn)&amp;=&amp;\sum_{d_1|m}\sum_{d_2|n}f(d_1d_2)g\left(\frac{mn}{d_1d_2}\right)\\&amp;=&amp;\sum_{d_1|m}\sum_{d_2|n}f(d_1)f(d_2)g\left(\frac{m}{d_1}\right)g\left(\frac{n}{d_2}\right)\\&amp;=&amp;\sum_{d_1|m}\sum_{d_2|n}f(d_1)g\left(\frac{m}{d_1}\right)f(d_2)g\left(\frac{n}{d_2}\right)\\&amp;=&amp;\left[\sum_{d_1|m}f(d_1)g\left(\frac{m}{d_1}\right)\right]\left[\sum_{d_2|n}f(d_2)g\left(\frac{n}{d_2}\right)\right]\\(f*g)(mn)&amp;=&amp;(f*g)(m)(f*g)(n)\end{eqnarray}">,<br />
and so the Dirichlet convolution of multiplicative functions is also multiplicative.  Since a multiplicative function can be defined entirely by its values on the powers of primes, this makes finding the Dirichlet convolution of multiplicative functions much easier.<br />
<br />
For example, consider the Dirichlet convolution of the <a href="http://twistedone151.wordpress.com/2009/08/24/monday-math-86/">Möbius function</a> <em>&mu;</em>(<em>n</em>), and the multiplicative function 2<sup><em>&omega;</em>(<em>n</em>)</sup> appearing in <a href="http://twistedone151.wordpress.com/2009/02/23/monday-math-60/">this post</a>.  Since both are multiplicative, <em>&mu;</em>*2<sup><em>&omega;</em></sup> will be multiplicative, so we need only examine its values over the primes.<br />
Now, from the definition of the Dirichlet convolution,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\left(\mu*2^{\omega}\right)\left(p^k\right)=\sum_{d|p^k}\mu(d)2^{\omega(p^k/d)}">.<br />
Now, for <em>p</em> prime, the divisors of <em>p<sup>k</sup></em> are just 1, <em>p</em>, <em>p</em><sup>2</sup>, &hellip;, <em>p<sup>k</sup></em>.  Thus,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\left(\mu*2^{\omega}\right)\left(p^k\right)&amp;=&amp;\sum_{d|p^k}\mu(d)2^{\omega(p^k/d)}\\&amp;=&amp;\sum_{i=0}^{k}\mu(p^i)2^{\omega(p^{k-i})}\end{eqnarray}">.<br />
Now, we recall that for powers of primes,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu\left(p^k\right)=\Large\left\{\begin{eqnarray}1&amp;,\;&amp;k={0}\\-1&amp;,\;&amp;k=1\\{0}&amp;,\;&amp;k\gt1\end{eqnarray}\right\."><br />
and<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?2^{\omega\left(p^k\right)}=\Large\left\{\begin{eqnarray}1&amp;,\;&amp;k={0}\\2&amp;,\;&amp;k\gt{0}\end{eqnarray}\right\.">.<br />
Thus, we see that for <em>k</em>=0, we get<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\left(\mu*2^{\omega}\right)\left(p^0\right)=\mu(1)2^{\omega(1)}=1">,<br />
as we expect of a multiplicative function; for <em>k</em>=1:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\left(\mu*2^{\omega}\right)\left(p\right)&amp;=&amp;\sum_{i=0}^{1}\mu(p^i)2^{\omega(p^{1-i})}\\&amp;=&amp;\mu(1)2^{\omega(p)}+\mu(p)2^{\omega(1)}\\&amp;=&amp;1*2+(-1)*1\\\left(\mu*2^{\omega}\right)\left(p\right)&amp;=&amp;1\end{eqnarray}">,<br />
Now, for <em>k</em>&ge;2, we see that any terms in the sum with <em>i</em>&ge;2 will be zero, as the Möbius function for <em>p<sup>i</sup></em> is zero for i</em>&ge;2.  Similarly, for <em>k</em>&ge;2, both <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?2^{\omega(p^k)}"> and <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?2^{\omega(p^{k-1})}"> both equal 2, since both <em>k</em> and <em>k</em>-1 are greater than zero.<br />
Thus, we find that for <em>k</em>&ge;2,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\left(\mu*2^{\omega}\right)\left(p^k\right)&amp;=&amp;\sum_{i=0}^{k}\mu(p^i)2^{\omega(p^{k-i})}\\&amp;=&amp;\mu(1)2^{\omega(p^k)}+\mu(p)2^{\omega(p^{k-1})}\\&amp;=&amp;1*2+(-1)*2\\\left(\mu*2^{\omega}\right)\left(p^k\right)&amp;=&amp;0\end{eqnarray}"><br />
Thus, <em>&mu;</em>*2<sup><em>&omega;</em></sup> is the multiplicative function with<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\left(\mu*2^{\omega}\right)\left(p^k\right)=\Large\left\{\begin{eqnarray}1&amp;,\;&amp;k={0}\\1&amp;,\;&amp;k=1\\{0}&amp;,\;&amp;k\gt1\end{eqnarray}\right\.">,<br />
and so we see that<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu*2^{\omega}=\left|\mu\right|"><br />
<br />
Similarly, we can see that the Dirichlet convolution of the constant function 1(<em>n</em>) with itself is<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?(1*1)(n)=\sum_{d|n}1=\sigma_0(n)=d(n)">,<br />
the divisor function, and the Dirichlet convolution of the constant function 1(<em>n</em>) with the identity function <em>id</em>(<em>n</em>) is<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?(id*1)(n)=\sum_{d|n}d=\sigma_1(n)=\sigma(n)">,<br />
the sum-of-divisors function.<br />
<br />
Lastly, consider the &#8220;unit function&#8221; <em>&epsilon;</em>(n) defined by<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\epsilon(n)=\Large\left\{\begin{eqnarray}1&amp;,\;&amp;n=1\\{0}&amp;,\;&amp;n\gt1\end{eqnarray}\right\.">.  We see that this function is completely multiplicative; <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\epsilon(mn)=\epsilon(m)\epsilon(n)"> for any positive integers <em>m</em> and <em>n</em>.<br />
Now, consider the Dirichlet convolution of this function with any arithmetic function <em>f</em>(<em>n</em>); all terms of the sum will be zero except that where <em>d</em>=1, and thus <em>n</em>/<em>d</em>=<em>n</em>:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?(\epsilon*f)(n)=\sum_{d|n}\epsilon(d)f\left(\frac{n}{d}\right)=1\cdot{f(n)}+0+\cdots+0=f(n)">.<br />
Thus, we see that the unit function serves as the identity element for Dirichlet convolution.<br /></p>
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		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?(f*g)(n)=\sum_{d&#124;n}f(d)g\left(\frac{n}{d}\right)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?(f*g)(n)=\sum_{d&#124;n}f(d)g\left(\frac{n}{d}\right)=\sum_{d&#124;n}f\left(\frac{n}{d}\right)g(d)=(g*f)(n)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?(f*g)(mn)=\sum_{d&#124;mn}f(d)g\left(\frac{mn}{d}\right)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}(f*g)(mn)&#38;=&#38;\sum_{d&#124;mn}f(d)g\left(\frac{mn}{d}\right)\\&#38;=&#38;\sum_{d_1&#124;m}\sum_{d_2&#124;n}f(d_1d_2)g\left(\frac{mn}{d_1d_2}\right)\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\gcd\left(\frac{m}{d_1},\frac{n}{d_2})=1" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}(f*g)(mn)&#38;=&#38;\sum_{d_1&#124;m}\sum_{d_2&#124;n}f(d_1d_2)g\left(\frac{mn}{d_1d_2}\right)\\&#38;=&#38;\sum_{d_1&#124;m}\sum_{d_2&#124;n}f(d_1)f(d_2)g\left(\frac{m}{d_1}\right)g\left(\frac{n}{d_2}\right)\\&#38;=&#38;\sum_{d_1&#124;m}\sum_{d_2&#124;n}f(d_1)g\left(\frac{m}{d_1}\right)f(d_2)g\left(\frac{n}{d_2}\right)\\&#38;=&#38;\left[\sum_{d_1&#124;m}f(d_1)g\left(\frac{m}{d_1}\right)\right]\left[\sum_{d_2&#124;n}f(d_2)g\left(\frac{n}{d_2}\right)\right]\\(f*g)(mn)&#38;=&#38;(f*g)(m)(f*g)(n)\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\left(\mu*2^{\omega}\right)\left(p^k\right)=\sum_{d&#124;p^k}\mu(d)2^{\omega(p^k/d)}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\left(\mu*2^{\omega}\right)\left(p^k\right)&#38;=&#38;\sum_{d&#124;p^k}\mu(d)2^{\omega(p^k/d)}\\&#38;=&#38;\sum_{i=0}^{k}\mu(p^i)2^{\omega(p^{k-i})}\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu\left(p^k\right)=\Large\left\{\begin{eqnarray}1&#38;,\;&#38;k={0}\\-1&#38;,\;&#38;k=1\\{0}&#38;,\;&#38;k\gt1\end{eqnarray}\right\." medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?2^{\omega\left(p^k\right)}=\Large\left\{\begin{eqnarray}1&#38;,\;&#38;k={0}\\2&#38;,\;&#38;k\gt{0}\end{eqnarray}\right\." medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\left(\mu*2^{\omega}\right)\left(p^0\right)=\mu(1)2^{\omega(1)}=1" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\left(\mu*2^{\omega}\right)\left(p\right)&#38;=&#38;\sum_{i=0}^{1}\mu(p^i)2^{\omega(p^{1-i})}\\&#38;=&#38;\mu(1)2^{\omega(p)}+\mu(p)2^{\omega(1)}\\&#38;=&#38;1*2+(-1)*1\\\left(\mu*2^{\omega}\right)\left(p\right)&#38;=&#38;1\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?2^{\omega(p^k)}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?2^{\omega(p^{k-1})}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\left(\mu*2^{\omega}\right)\left(p^k\right)&#38;=&#38;\sum_{i=0}^{k}\mu(p^i)2^{\omega(p^{k-i})}\\&#38;=&#38;\mu(1)2^{\omega(p^k)}+\mu(p)2^{\omega(p^{k-1})}\\&#38;=&#38;1*2+(-1)*2\\\left(\mu*2^{\omega}\right)\left(p^k\right)&#38;=&#38;0\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\left(\mu*2^{\omega}\right)\left(p^k\right)=\Large\left\{\begin{eqnarray}1&#38;,\;&#38;k={0}\\1&#38;,\;&#38;k=1\\{0}&#38;,\;&#38;k\gt1\end{eqnarray}\right\." medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mu*2^{\omega}=\left&#124;\mu\right&#124;" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?(1*1)(n)=\sum_{d&#124;n}1=\sigma_0(n)=d(n)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?(id*1)(n)=\sum_{d&#124;n}d=\sigma_1(n)=\sigma(n)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\epsilon(n)=\Large\left\{\begin{eqnarray}1&#38;,\;&#38;n=1\\{0}&#38;,\;&#38;n\gt1\end{eqnarray}\right\." medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\epsilon(mn)=\epsilon(m)\epsilon(n)" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?(\epsilon*f)(n)=\sum_{d&#124;n}\epsilon(d)f\left(\frac{n}{d}\right)=1\cdot{f(n)}+0+\cdots+0=f(n)" medium="image" />
	</item>
		<item>
		<title>Physics Friday 91</title>
		<link>http://twistedone151.wordpress.com/2009/10/02/physics-friday-91/</link>
		<comments>http://twistedone151.wordpress.com/2009/10/02/physics-friday-91/#comments</comments>
		<pubDate>Fri, 02 Oct 2009 08:02:05 +0000</pubDate>
		<dc:creator>twistedone151</dc:creator>
				<category><![CDATA[Math/Science]]></category>
		<category><![CDATA[Bose Gas]]></category>
		<category><![CDATA[Boson]]></category>
		<category><![CDATA[Friday Physics]]></category>
		<category><![CDATA[Grand Canonical Partition Function]]></category>
		<category><![CDATA[physics]]></category>

		<guid isPermaLink="false">http://twistedone151.wordpress.com/?p=1712</guid>
		<description><![CDATA[When we modeled the ideal Fermi fluid (previous posts here, here, here, here, and here), we used the fact that the grand canonical partition function can be factored over the individual states:
,
where the individual state partition is
,
where the sum is over all possible values of n, the number of particles in the state.  For [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=twistedone151.wordpress.com&blog=2556806&post=1712&subd=twistedone151&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>When we modeled the ideal Fermi fluid (previous posts <a href="http://twistedone151.wordpress.com/2009/08/21/physics-friday-86/">here</a>, <a href="http://twistedone151.wordpress.com/2009/08/28/physics-friday-87/">here</a>, <a href="http://twistedone151.wordpress.com/2009/09/04/physics-friday-88/">here</a>, <a href="http://twistedone151.wordpress.com/2009/09/11/physics-friday-89/">here</a>, and <a href="http://twistedone151.wordpress.com/2009/09/25/physics-friday-90/">here</a>), we used the fact that the <a href="http://twistedone151.wordpress.com/2009/08/07/physics-friday-84/">grand canonical partition function</a> can be factored over the individual states:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathcal{Z}=\prod_{\mathbf{k},m_s}z_{\mathbf{k},m_s}">,<br />
where the individual state partition is<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?z_{\mathbf{k},m_s}=\sum_{n}e^{-\beta\left(n\epsilon_{\mathbf{k}}-n\mu\right)}">,<br />
where the sum is over all possible values of <em>n</em>, the number of particles in the state.  For fermions, the Pauli exclusion principle meant that <em>n</em>=0 and <em>n</em>=1 were the only allowed values, and the above series had only two terms.  Bosons, however, can be placed in the same quantum state in any number, so for an ideal Bose gas, the above sum becomes an infinite (geometric) series:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}z_{\mathbf{k},m_s}&amp;=&amp;\sum_{n}e^{-\beta\left(n\epsilon_{\mathbf{k}}-n\mu\right)}\\&amp;=&amp;\sum_{n=0}^{\infty}e^{-n\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}\\&amp;=&amp;\frac{1}{1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}\end{eqnarray}">.<br />
<br />
Next, let us find the occupancy (mean occupation number) <em>f</em><sub><em><strong>k</strong></em>,<em>m<sub>s</sub></em></sub>:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f_{\mathbf{k},m_s}=\langle{n}\rangle=\frac{\sum_{n=1}^{\infty}ne^{-n\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{z_{\mathbf{k},m_s}}">.<br />
Now, we note that for |<em>x</em>|&lt;1,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\sum_{n=1}^{\infty}nx^n=x\sum_{n=1}^{\infty}nx^{n-1}=x\frac{d}{dx}\sum_{n=0}^{\infty}x^n=x\frac{d}{dx}\frac{1}{1-x}=\frac{x}{(1-x)^2}">.<br />
This tells us that the sum in the numerator is thus <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{\left(1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}\right)^2}">, and so<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}f_{\mathbf{k},m_s}&amp;=&amp;\frac{\sum_{n=1}^{\infty}ne^{-n\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{z_{\mathbf{k},m_s}}\\&amp;=&amp;\frac{\frac{e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{\left(1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}\right)^2}}{\frac{1}{1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}}\\&amp;=&amp;\frac{e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}\\f_{\mathbf{k},m_s}&amp;=&amp;\frac{1}{e^{\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}-1}\end{eqnarray}">.<br />
Compare this to the occupancy for a fermion fluid <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f_{\mathbf{k},m_s}=\frac{1}{e^{\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}+1}">; the difference is a change of sign in the denominator.  Note that unlike the fermion case, for a boson fluid, the occupancy can be greater than one.<br />
<br />
For a boson fluid, we generally choose our energy scale so that our zero energy is the ground state.  Now, note that the occupancy has a singularity at <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\epsilon_{\mathbf{k}}=\mu">, where it goes to infinity.  This means that for a Bose gas with a finite number of particles, the Gibbs potential <em>&mu;</em> must always be less that all our energy values; thus, with the above choice of energy scale, we see that <em>&mu;</em> must always be negative.<br />
<br />
We can, as in the <a href="http://twistedone151.wordpress.com/2009/09/04/physics-friday-88/">fermion case</a>, use the <a href="http://twistedone151.wordpress.com/2009/08/14/physics-friday-85/">quantum particle in a cubical box</a> to develop the concept of the &#8220;density of states&#8221; <em>D</em>(<em>&epsilon;</em>):<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?D(E)=\frac{m^{3/2}V}{2^{1/2}\pi^2\hbar^3}E^{1/2}">,<br />
which allows us to approximate the sum over all states as an integral over energy:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\Psi&amp;=&amp;-\frac{1}{\beta}\sum_k\ln{z_k}\\&amp;=&amp;-\frac{1}{\beta}\sum_k\ln\left[\left(\frac{1}{1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}\right)^{g_0}\right]\\&amp;=&amp;\frac{g_0}{\beta}\sum_k\ln\left(1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}\right)\\&amp;=&amp;\frac{g_0}{\beta}\int_0^{\infty}\ln\left(1-e^{-\beta(\epsilon-\mu)}\right)D(\epsilon)\,d\epsilon\\&amp;=&amp;\frac{g_0m^{3/2}V}{2^{1/2}\pi^2\hbar^3\beta}\int_0^{\infty}\epsilon^{1/2}\ln\left(1-e^{-\beta(\epsilon-\mu)}\right)\,d\epsilon\end{eqnarray}"><br />
(where <em>g</em><sub>0</sub> is the number of different spin states: <em>g</em><sub>0</sub>=2<em>s</em>+1, where <em>s</em> is the particle spin, here an integer).  Using the same integration by parts as in the fermion case, we can change this to:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\Psi=-\frac{2^{1/2}g_0m^{3/2}V}{3\pi^2\hbar^3}\int_0^{\infty}\frac{\epsilon^{3/2}}{e^{\beta(\epsilon-\mu)}-1}\,d\epsilon">.<br />
Similarly,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\tilde{N}&amp;=&amp;\sum_{\mathbf{k},m_s}f_{\mathbf{k},m_s}\\&amp;=&amp;2\sum_{\mathbf{k}}\frac{1}{e^{\beta(\epsilon_{\mathbf{k},m_s}-\mu)}-1}\\&amp;=&amp;g_0\int_0^{\infty}\frac{1}{e^{\beta(\epsilon-\mu)}-1}D(\epsilon)\,d\epsilon\\&amp;=&amp;\frac{g_0m^{3/2}V}{2^{1/2}\pi^2\hbar^3}\int_0^{\infty}\frac{\epsilon^{1/2}}{e^{\beta(\epsilon-\mu)}-1}\,d\epsilon\end{eqnarray}">,<br />
and<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}U&amp;=&amp;\sum_{\mathbf{k},m_s}\epsilon_{\mathbf{k},m_s}f_{\mathbf{k},m_s}\\&amp;=&amp;\frac{g_0m^{3/2}V}{2^{1/2}\pi^2\hbar^3}\int_0^{\infty}\frac{\epsilon^{3/2}}{e^{\beta(\epsilon-\mu)}-1}\,d\epsilon\end{eqnarray}">.<br />
Note the difference in signs in the denominators in the integrals from the fermion case, and that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\Psi=-\frac{2}{3}U"> still holds.<br />
Using the math from <a href="http://twistedone151.wordpress.com/2009/09/04/mathematical-addendum-to-physics-friday-88/">this addendum</a>, we can rewrite the above integrals in terms of polylogarithms:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\int_0^{\infty}\frac{\epsilon^{1/2}}{e^{\beta(\epsilon-\mu)}-1}\,d\epsilon&amp;=&amp;\frac{1}{\beta^{3/2}}\int_0^{\infty}\frac{x^{1/2}}{e^{x-\beta\mu}-1}\,dx\\&amp;=&amp;\frac{1}{\beta^{3/2}}\operatorname{\Gamma}\left(\frac{3}{2}\right)\text{Li}_{3/2}(e^{\beta\mu})\\&amp;=&amp;\frac{\sqrt{\pi}}{2\beta^{3/2}}\text{Li}_{3/2}(e^{\beta\mu})\end{eqnarray}"><br />
and<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\int_0^{\infty}\frac{\epsilon^{3/2}}{e^{\beta(\epsilon-\mu)}-1}\,d\epsilon&amp;=&amp;\frac{1}{\beta^{5/2}}\int_0^{\infty}\frac{x^{3/2}}{e^{x-\beta\mu}-1}\,dx\\&amp;=&amp;\frac{1}{\beta^{5/2}}\operatorname{\Gamma}\left(\frac{5}{2}\right)\text{Li}_{5/2}(e^{\beta\mu})\\&amp;=&amp;\frac{3\sqrt{\pi}}{4\beta^{5/2}}\text{Li}_{5/2}(e^{\beta\mu})\end{eqnarray}">.<br />
<br />
We also note from our equation for <em>Ñ</em>, that if the number of particles is held constant, we see that the integral <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\int_0^{\infty}\frac{\epsilon^{1/2}}{e^{\beta(\epsilon-\mu)}-1}\,d\epsilon=\frac{\sqrt{\pi}}{2\beta^{3/2}}\text{Li}_{3/2}(e^{\beta\mu})"> must be constant, and so as the temperature increases, the GIbbs potential <em>&mu;</em> must decrease (as it also does for a Fermi gas).<br />
<br />
When examining <a href="http://twistedone151.wordpress.com/2009/09/11/physics-friday-89/">the ideal Fermi fluid in the classical limit</a>,  we noted that when the fugacity <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\xi\equiv{e}^{\beta\mu}=e^{\frac{\mu}{kT}}"> is small (<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\xi\ll1">), we see that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?e^{\beta\epsilon-\beta\mu}=\frac{e^{\beta\epsilon}}{\xi}\gg1">, and so the fermion occupancy can be approximated via<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f_{\mathbf{k},m_s}=\left[\frac{e^{\beta\epsilon}}{\xi}+1\right]^{-1}\approx\left[\frac{e^{\beta\epsilon}}{\xi}\right]^{-1}=\xi{e^{-\beta\epsilon}}">.<br />
Now, note that <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?e^{\beta\epsilon-\beta\mu}=\frac{e^{\beta\epsilon}}{\xi}\gg1"> means that for the boson occupancy,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f_{\mathbf{k},m_s}=\left[\frac{e^{\beta\epsilon}}{\xi}-1\right]^{-1}\approx\left[\frac{e^{\beta\epsilon}}{\xi}\right]^{-1}=\xi{e^{-\beta\epsilon}}">,<br />
the exact same approximation.  Thus, the results from applying this approximation is the same (except for the different value of <em>g</em><sub>0</sub>), and thus, the ideal Bose gas has the same condition for classical behavior, and, as expected, also approaches the classical ideal gas.  Thus, the difference between Bose gases and Fermi gases is only significant in the quantum regime.<br /></p>
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		<media:content url="http://1.gravatar.com/avatar/720ab0d5c1c8669a6adb4f586c1d75ea?s=96&#38;d=identicon&#38;r=G" medium="image">
			<media:title type="html">twistedone151</media:title>
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		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\mathcal{Z}=\prod_{\mathbf{k},m_s}z_{\mathbf{k},m_s}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?z_{\mathbf{k},m_s}=\sum_{n}e^{-\beta\left(n\epsilon_{\mathbf{k}}-n\mu\right)}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}z_{\mathbf{k},m_s}&#38;=&#38;\sum_{n}e^{-\beta\left(n\epsilon_{\mathbf{k}}-n\mu\right)}\\&#38;=&#38;\sum_{n=0}^{\infty}e^{-n\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}\\&#38;=&#38;\frac{1}{1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f_{\mathbf{k},m_s}=\langle{n}\rangle=\frac{\sum_{n=1}^{\infty}ne^{-n\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{z_{\mathbf{k},m_s}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\sum_{n=1}^{\infty}nx^n=x\sum_{n=1}^{\infty}nx^{n-1}=x\frac{d}{dx}\sum_{n=0}^{\infty}x^n=x\frac{d}{dx}\frac{1}{1-x}=\frac{x}{(1-x)^2}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{\left(1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}\right)^2}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}f_{\mathbf{k},m_s}&#38;=&#38;\frac{\sum_{n=1}^{\infty}ne^{-n\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{z_{\mathbf{k},m_s}}\\&#38;=&#38;\frac{\frac{e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{\left(1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}\right)^2}}{\frac{1}{1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}}\\&#38;=&#38;\frac{e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}\\f_{\mathbf{k},m_s}&#38;=&#38;\frac{1}{e^{\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}-1}\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f_{\mathbf{k},m_s}=\frac{1}{e^{\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}+1}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\epsilon_{\mathbf{k}}=\mu" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?D(E)=\frac{m^{3/2}V}{2^{1/2}\pi^2\hbar^3}E^{1/2}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\Psi&#38;=&#38;-\frac{1}{\beta}\sum_k\ln{z_k}\\&#38;=&#38;-\frac{1}{\beta}\sum_k\ln\left[\left(\frac{1}{1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}\right)^{g_0}\right]\\&#38;=&#38;\frac{g_0}{\beta}\sum_k\ln\left(1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}\right)\\&#38;=&#38;\frac{g_0}{\beta}\int_0^{\infty}\ln\left(1-e^{-\beta(\epsilon-\mu)}\right)D(\epsilon)\,d\epsilon\\&#38;=&#38;\frac{g_0m^{3/2}V}{2^{1/2}\pi^2\hbar^3\beta}\int_0^{\infty}\epsilon^{1/2}\ln\left(1-e^{-\beta(\epsilon-\mu)}\right)\,d\epsilon\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\Psi=-\frac{2^{1/2}g_0m^{3/2}V}{3\pi^2\hbar^3}\int_0^{\infty}\frac{\epsilon^{3/2}}{e^{\beta(\epsilon-\mu)}-1}\,d\epsilon" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\tilde{N}&#38;=&#38;\sum_{\mathbf{k},m_s}f_{\mathbf{k},m_s}\\&#38;=&#38;2\sum_{\mathbf{k}}\frac{1}{e^{\beta(\epsilon_{\mathbf{k},m_s}-\mu)}-1}\\&#38;=&#38;g_0\int_0^{\infty}\frac{1}{e^{\beta(\epsilon-\mu)}-1}D(\epsilon)\,d\epsilon\\&#38;=&#38;\frac{g_0m^{3/2}V}{2^{1/2}\pi^2\hbar^3}\int_0^{\infty}\frac{\epsilon^{1/2}}{e^{\beta(\epsilon-\mu)}-1}\,d\epsilon\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}U&#38;=&#38;\sum_{\mathbf{k},m_s}\epsilon_{\mathbf{k},m_s}f_{\mathbf{k},m_s}\\&#38;=&#38;\frac{g_0m^{3/2}V}{2^{1/2}\pi^2\hbar^3}\int_0^{\infty}\frac{\epsilon^{3/2}}{e^{\beta(\epsilon-\mu)}-1}\,d\epsilon\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\Psi=-\frac{2}{3}U" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\int_0^{\infty}\frac{\epsilon^{1/2}}{e^{\beta(\epsilon-\mu)}-1}\,d\epsilon&#38;=&#38;\frac{1}{\beta^{3/2}}\int_0^{\infty}\frac{x^{1/2}}{e^{x-\beta\mu}-1}\,dx\\&#38;=&#38;\frac{1}{\beta^{3/2}}\operatorname{\Gamma}\left(\frac{3}{2}\right)\text{Li}_{3/2}(e^{\beta\mu})\\&#38;=&#38;\frac{\sqrt{\pi}}{2\beta^{3/2}}\text{Li}_{3/2}(e^{\beta\mu})\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}\int_0^{\infty}\frac{\epsilon^{3/2}}{e^{\beta(\epsilon-\mu)}-1}\,d\epsilon&#38;=&#38;\frac{1}{\beta^{5/2}}\int_0^{\infty}\frac{x^{3/2}}{e^{x-\beta\mu}-1}\,dx\\&#38;=&#38;\frac{1}{\beta^{5/2}}\operatorname{\Gamma}\left(\frac{5}{2}\right)\text{Li}_{5/2}(e^{\beta\mu})\\&#38;=&#38;\frac{3\sqrt{\pi}}{4\beta^{5/2}}\text{Li}_{5/2}(e^{\beta\mu})\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\int_0^{\infty}\frac{\epsilon^{1/2}}{e^{\beta(\epsilon-\mu)}-1}\,d\epsilon=\frac{\sqrt{\pi}}{2\beta^{3/2}}\text{Li}_{3/2}(e^{\beta\mu})" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\xi\equiv{e}^{\beta\mu}=e^{\frac{\mu}{kT}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\xi\ll1" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?e^{\beta\epsilon-\beta\mu}=\frac{e^{\beta\epsilon}}{\xi}\gg1" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f_{\mathbf{k},m_s}=\left[\frac{e^{\beta\epsilon}}{\xi}+1\right]^{-1}\approx\left[\frac{e^{\beta\epsilon}}{\xi}\right]^{-1}=\xi{e^{-\beta\epsilon}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?e^{\beta\epsilon-\beta\mu}=\frac{e^{\beta\epsilon}}{\xi}\gg1" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f_{\mathbf{k},m_s}=\left[\frac{e^{\beta\epsilon}}{\xi}-1\right]^{-1}\approx\left[\frac{e^{\beta\epsilon}}{\xi}\right]^{-1}=\xi{e^{-\beta\epsilon}}" medium="image" />
	</item>
		<item>
		<title>Test Draft</title>
		<link>http://twistedone151.wordpress.com/2009/09/29/test-draft/</link>
		<comments>http://twistedone151.wordpress.com/2009/09/29/test-draft/#comments</comments>
		<pubDate>Wed, 30 Sep 2009 05:19:28 +0000</pubDate>
		<dc:creator>twistedone151</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://twistedone151.wordpress.com/?p=1709</guid>
		<description><![CDATA[Next, let us find the occupancy (mean occupation number) fk,ms:
.
Now, we note that for &#124;x&#124;&#60;1,
.
This tells us that the sum in the numerator is thus , and so
.
Compare this to the occupancy for a fermion fluid ; the difference is a change of sign in the denominator.  Note that unlike the fermion case, for [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=twistedone151.wordpress.com&blog=2556806&post=1709&subd=twistedone151&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>Next, let us find the occupancy (mean occupation number) <em>f</em><sub><em><strong>k</strong></em>,<em>m<sub>s</sub></em></sub>:<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f_{\mathbf{k},m_s}=\langle{n}\rangle=\frac{\sum_{n=1}^{\infty}ne^{-n\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{z_{\mathbf{k},m_s}}">.<br />
Now, we note that for |<em>x</em>|&lt;1,<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\sum_{n=1}^{\infty}nx^n=x\sum_{n=1}^{\infty}nx^{n-1}=x\frac{d}{dx}\sum_{n=0}^{\infty}x^n=x\frac{d}{dx}\frac{1}{1-x}=\frac{x}{(1-x)^2}">.<br />
This tells us that the sum in the numerator is thus <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{\left(1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}\right)^2}">, and so<br />
<img src="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}f_{\mathbf{k},m_s}&amp;=&amp;\frac{\sum_{n=1}^{\infty}ne^{-n\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{z_{\mathbf{k},m_s}}\&amp;=&amp;\frac{\frac{e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{\left(1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}\right)^2}}{\frac{1}{1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}}\&amp;=&amp;\frac{e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}\f_{\mathbf{k},m_s}&amp;=&amp;\frac{1}{e^{\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}-1}\end{eqnarray}">.<br />
Compare this to the occupancy for a fermion fluid <img src="http://www.forkosh.dreamhost.com/mimetex.cgi?f_{\mathbf{k},m_s}=\frac{1}{e^{\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}+1}">; the difference is a change of sign in the denominator.  Note that unlike the fermion case, for a boson fluid, the occupancy can be greater than one.  </p>
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		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f_{\mathbf{k},m_s}=\langle{n}\rangle=\frac{\sum_{n=1}^{\infty}ne^{-n\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{z_{\mathbf{k},m_s}}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\sum_{n=1}^{\infty}nx^n=x\sum_{n=1}^{\infty}nx^{n-1}=x\frac{d}{dx}\sum_{n=0}^{\infty}x^n=x\frac{d}{dx}\frac{1}{1-x}=\frac{x}{(1-x)^2}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\frac{e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{\left(1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}\right)^2}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?\begin{eqnarray}f_{\mathbf{k},m_s}&#38;=&#38;\frac{\sum_{n=1}^{\infty}ne^{-n\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{z_{\mathbf{k},m_s}}\&#38;=&#38;\frac{\frac{e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{\left(1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}\right)^2}}{\frac{1}{1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}}\&#38;=&#38;\frac{e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}{1-e^{-\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}}\f_{\mathbf{k},m_s}&#38;=&#38;\frac{1}{e^{\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}-1}\end{eqnarray}" medium="image" />

		<media:content url="http://www.forkosh.dreamhost.com/mimetex.cgi?f_{\mathbf{k},m_s}=\frac{1}{e^{\beta\left(\epsilon_{\mathbf{k}}-\mu\right)}+1}" medium="image" />
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