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	<title>E. Kowalski's blog</title>
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	<description>Comments on mathematics, mostly.</description>
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		<title>Bounded gaps between primes!</title>
		<link>http://blogs.ethz.ch/kowalski/2013/05/21/bounded-gaps-between-primes/</link>
		<comments>http://blogs.ethz.ch/kowalski/2013/05/21/bounded-gaps-between-primes/#comments</comments>
		<pubDate>Tue, 21 May 2013 19:47:07 +0000</pubDate>
		<dc:creator>Kowalski</dc:creator>
				<category><![CDATA[Mathematics]]></category>

		<guid isPermaLink="false">http://blogs.ethz.ch/kowalski/?p=3823</guid>
		<description><![CDATA[And so it came to pass, that an almost millenial quest found a safe resting place&#8230; Like all analytic number theorists, I&#8217;ve been amazed to learn that Yitang Zhang has proved that there exist infinitely many pairs of prime numbers with bounded by an absolute constant . So, how did he do it? Well, since [...]]]></description>
			<content:encoded><![CDATA[<p>And so it came to pass, that an almost millenial quest found a safe resting place&#8230;</p>
<p>Like all analytic number theorists, I&#8217;ve been amazed to learn that Yitang Zhang has proved that there exist infinitely many pairs of prime numbers <img src='http://s.wordpress.com/latex.php?latex=%5Cell%3Cp&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\ell&lt;p' title='\ell&lt;p' class='latex' /> with <img src='http://s.wordpress.com/latex.php?latex=p-%5Cell&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='p-\ell' title='p-\ell' class='latex' /> bounded by an absolute constant <img src='http://s.wordpress.com/latex.php?latex=C&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='C' title='C' class='latex' />.</p>
<p>So, how did he do it?</p>
<p>Well, since <a href="http://annals.math.princeton.edu/wp-content/uploads/YitangZhang.pdf">the paper just became available</a>, I don&#8217;t have anything intelligent to say yet on the <em>new</em> ideas that he introduced (but I certainly hope to come back to this!). However, one can easily list those previously-known tools that he uses, which involve some of the deepest and most clever results in analytic number theory of the last 30 to 35 years.</span></p>
<p>(1) At the core, the proof is based on the method discovered about ten years ago by Goldston, Pintz and Yıldırım to show that</span></p>
<img src='http://s.wordpress.com/latex.php?latex=%5Climinf%20%5Cfrac%7Bp_%7Bn%2B1%7D-p_n%7D%7B%5Clog%20n%7D%3D0.&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\liminf \frac{p_{n+1}-p_n}{\log n}=0.' title='\liminf \frac{p_{n+1}-p_n}{\log n}=0.' class='latex' />
<p>As <a href="http://blogs.ethz.ch/kowalski/2009/01/22/the-goldston-pintz-yildirim-result-and-how-far-do-we-have-to-walk-to-twin-primes/">I discussed a while back</a>, this remarkable result &#8212; besides its intrinsic interest &#8212; was notable for being the first to bring the problem of bounded gaps between primes within a circle of well-studied and widely believed conjectures on primes in arithmetic progressions to large moduli. Precisely, Goldston, Pintz and Yıldırım had derived the statement above, after many ingenious steps, by applying the Bombieri-Vinogradov Theorem, and they showed that any progress beyond it towards the so-called Elliott-Halberstam Conjecture would imply the bounded gap property. However, in my former blog post, I discussed why it seemed extremely difficult to go in that direction&#8230;</p>
<p>(2) &#8230; despite the existence of <i>some</i> results going beyond the Bombieri-Vinogradov theorem, due first to <a href="http://matwbn.icm.edu.pl/ksiazki/aa/aa42/aa4226.pdf">Fouvry-Iwaniec</a> and later improved by <a href="http://link.springer.com/article/10.1007%2FBF02399204">Bombieri-Friedlander-Iwaniec</a>; but Zhang uses indeed some of the ideas behind these results&#8230;</p>
<p>(3) &#8230; results which themselves depend crucially on two big ideas: the <i>well-factorable</i> weights of the linear sieve, due to Iwaniec, and the development and applications of the Kuznetsov formula and other results concerning the spectral theory of automorphic forms and estimates for sums of Kloosterman sums, the outcome of <a href="http://gdz.sub.uni-goettingen.de/en/dms/loader/img/?PPN=PPN356556735_0070&amp;DMDID=DMDLOG_0018">the work of Deshouillers and Iwaniec</a> (actually, at first glance, it seems that Zhang does not explicitly use those results arising from the Kuznetsov formula; he does reach sums with incomplete Kloosterman sums which the spectral methods are designed to handle, but he can deal with them with the Weil bound only; this might be a place where the result can be improved&#8230;)</p>
<p>(4) &#8230; but furthermore, Zhang uses also an estimate for a certain character sum over finite fields which had appeared in <a href="http://www.jstor.org/stable/1971175">the work of Friedlander and Iwaniec</a> on the exponent of distribution for the ternary divisor function; this sum is a three-variable additive character sum, and its estimation (with square-root cancellation), proved by Bombieri and Birch in an Appendix to the paper of Friedlander and Iwaniec, depends crucially on the Riemann Hypothesis over finite fields of Deligne.</p>
<p>Here are some references to surveys or explanations of some of these tools. Amusingly, I have written something on most of them&#8230;</p>
<ul>
<li>There have been many surveys of the work of Goldston, Pintz and Yıldırım, and in particular I wrote <a href="http://www.math.ethz.ch/~kowalski/goldston-pintz-yildirim.pdf">a Bourbaki report on it</a>, which may be interesting to those who read French;</li>
<li>Concerning the automorphic Kloostermania that comes into the Fouvry-Iwaniec and Bombieri-Friedlander-Iwaniec circle of ideas (although it is apparently not needed for Zhang&#8217;s proof&#8230;), I happened to write a few years ago, for <a href="http://www.ams.org/bookstore-getitem/item=HMATH-36">a book on Poincaré&#8217;s mathematical work</a>, <a href="http://www.math.ethz.ch/~kowalski/poincare-english.pdf">an account</a> of the applications of Poincaré series to analytic number theory, which are used to prove the Kuznetsov formula;</li>
<li>Fouvry has written a survey <a href="http://books.google.ch/books?id=rB7BjYsD2j4C&amp;lpg=PA485&amp;ots=JoYl00YzxI&amp;dq=cinquante%20ans%20de%20theorie%20analytique%20des%20nombres&amp;pg=PA485#v=onepage"><em>Cinquante ans de théorie analytique des nombres</em></a> from the point of view of sieve methods, which discusses the philosophy of extending the ranges of exponents of distribution for important sequences, as well as the well-factorable weights of Iwaniec;</li>
<li>Fans of trace functions may remember that <a href="http://blogs.ethz.ch/kowalski/2012/08/15/algebraic-twists-of-modular-forms-iii/">I noticed in a previous post</a> (see the very end) that the exponential sum of Friedlander-Iwaniec, estimated by Birch and Bombieri, is (for prime moduli) just a special case of the general &#8220;correlation sums&#8221; that appeared in <a href="http://blogs.ethz.ch/kowalski/2012/07/07/algebraic-twists-of-modular-forms-ii/">my recent work with Fouvry and Ph. Michel</a> &#8212; in particular, our arguments (based on the sheaf-theoretic Fourier transform of Deligne, Laumon, Katz and others) give a conceptually simple proof of that estimate (I just <a href="http://www.math.ethz.ch/~kowalski/friedlander-iwaniec-sum.pdf">wrote it down</a> in a short separate note);</li>
</ul>
<p>And although it doesn&#8217;t seem that Zhang uses it directly, I&#8217;d like to mention that the result of Friedlander and Iwaniec concerning the exponent of distribution of <img src='http://s.wordpress.com/latex.php?latex=d_3&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='d_3' title='d_3' class='latex' /> was <a href="http://matwbn.icm.edu.pl/ksiazki/aa/aa47/aa4713.pdf">improved by Heath-Brown</a> a few years later, and that Fouvry, Michel and I very recently <a href="http://www.math.ethz.ch/~kowalski/d3.pdf">improved it quite a bit further</a> (for prime moduli; the second part of that paper involves another application of the Bombieri-Friedlander-Iwaniec techniques to improve the exponent of distribution on average&#8230;)</p>
<p>And a philosophical preliminary conclusion, before diving into the work of Zhang: it is thrilling to see this result, and I particularly like that it comes completely unexpectedly, and yet uses all these beautiful ideas and methods from this analytic number theory that I love!</span></p>
<p>&nbsp;</p>
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		<title>The Spring menagerie</title>
		<link>http://blogs.ethz.ch/kowalski/2013/05/06/the-spring-menagerie/</link>
		<comments>http://blogs.ethz.ch/kowalski/2013/05/06/the-spring-menagerie/#comments</comments>
		<pubDate>Mon, 06 May 2013 19:24:58 +0000</pubDate>
		<dc:creator>Kowalski</dc:creator>
				<category><![CDATA[Animals]]></category>
		<category><![CDATA[Switzerland]]></category>
		<category><![CDATA[Travel]]></category>

		<guid isPermaLink="false">http://blogs.ethz.ch/kowalski/?p=3793</guid>
		<description><![CDATA[I think readers can legitimately complain that not only have I not added a new post for a long time, but more schockingly, my last animal-related one goes back more than one year. So, to celebrate the recent belated aperçus of spring in Zürich and around, here are some pictures: The first two are cheating, [...]]]></description>
			<content:encoded><![CDATA[<p>I think readers can legitimately complain that not only have I not added a new post for a long time, but more schockingly, my last animal-related one <a href="http://blogs.ethz.ch/kowalski/2012/03/11/the-rights-of-frogs-of-toads/">goes back more than one year</a>. So, to celebrate the recent belated <i>aperçus</i> of spring in Zürich and around, here are some pictures:</p>
<p>The first two are cheating, since they come from the <a href="http://www.zoo.ch/xml_1/internet/en/application/d401/d415/d2095/f696.cfm">Masoala Hall</a> &#8212; but the first one illustrates the beautiful views from the very new canopy walk:</p>
<p><a href="http://blogs.ethz.ch/kowalski/files/2013/05/DSCN33982.jpg"><img src="http://blogs.ethz.ch/kowalski/files/2013/05/DSCN33982-1024x855.jpg" alt="" width="300" class="aligncenter size-large wp-image-3812" /></a></p>
<p>while the second is a rarely-seen lizard</p>
<p><a href="http://blogs.ethz.ch/kowalski/files/2013/05/DSCN3419.jpg"><img src="http://blogs.ethz.ch/kowalski/files/2013/05/DSCN3419-300x225.jpg" alt="" width="300" height="225" class="aligncenter size-medium wp-image-3795" /></a></p>
<p>Next comes a well-camouflaged bird, this one from a park in Graz</p>
<p><a href="http://blogs.ethz.ch/kowalski/files/2013/05/DSCN3576.jpg"><img src="http://blogs.ethz.ch/kowalski/files/2013/05/DSCN3576-300x208.jpg" alt="" width="300" height="208" class="aligncenter size-medium wp-image-3796" /></a></p>
<p>and another one from the aforementioned canopy</p>
<p><a href="http://blogs.ethz.ch/kowalski/files/2013/05/DSCN3682.jpg"><img src="http://blogs.ethz.ch/kowalski/files/2013/05/DSCN3682-213x300.jpg" alt="" width="213" height="300" class="aligncenter size-medium wp-image-3797" /></a></p>
<p>after which come a frog,</p>
<p><a href="http://blogs.ethz.ch/kowalski/files/2013/05/DSCN3721.jpg"><img src="http://blogs.ethz.ch/kowalski/files/2013/05/DSCN3721-300x242.jpg" alt="" width="300" height="242" class="aligncenter size-medium wp-image-3798" /></a></p>
<p>a snail,</p>
<p><a href="http://blogs.ethz.ch/kowalski/files/2013/05/DSCN3726.jpg"><img src="http://blogs.ethz.ch/kowalski/files/2013/05/DSCN3726-300x280.jpg" alt="" width="300" height="280" class="aligncenter size-medium wp-image-3799" /></a></p>
<p>and more frogs:</p>
<p><a href="http://blogs.ethz.ch/kowalski/files/2013/05/DSCN3732.jpg"><img src="http://blogs.ethz.ch/kowalski/files/2013/05/DSCN3732-300x201.jpg" alt="" width="300" height="201" class="aligncenter size-medium wp-image-3800" /></a></p>
<p><a href="http://blogs.ethz.ch/kowalski/files/2013/05/DSCN3752.jpg"><img src="http://blogs.ethz.ch/kowalski/files/2013/05/DSCN3752-300x253.jpg" alt="" width="300" height="253" class="aligncenter size-medium wp-image-3801" /></a></p>
<p>Hopefully more animal pictures will come before a year passes!</p>
]]></content:encoded>
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		<title>A missing word</title>
		<link>http://blogs.ethz.ch/kowalski/2013/04/21/a-missing-word/</link>
		<comments>http://blogs.ethz.ch/kowalski/2013/04/21/a-missing-word/#comments</comments>
		<pubDate>Sun, 21 Apr 2013 16:48:00 +0000</pubDate>
		<dc:creator>Kowalski</dc:creator>
				<category><![CDATA[ETH]]></category>
		<category><![CDATA[France]]></category>
		<category><![CDATA[Language]]></category>
		<category><![CDATA[Literature]]></category>

		<guid isPermaLink="false">http://blogs.ethz.ch/kowalski/?p=3787</guid>
		<description><![CDATA[From the blog of the rare books collection of the ETH Library, I just learnt that the word for the study and classification of grape species that I was looking for is &#8220;ampelography&#8221; (ampélographie in French). (The relevance of this word to my daily life is that the computers on my home network are named [...]]]></description>
			<content:encoded><![CDATA[<p>From the blog of the rare books collection of the ETH Library, <a href="http://blogs.ethz.ch/digital-collections/2013/04/19/lassen-wir-uns-ein-wenig-uber-ampelografie-aus/">I just learnt</a> that the word for the study and classification of grape species that I was looking for is &#8220;ampelography&#8221; (<i>ampélographie</i> in French).</p>
<p>(The relevance of this word to my daily life is that the computers on my home network are named after grapes; red grapes are reserved for desktops and white for laptops.)</p>
]]></content:encoded>
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		<title>Another exercise with characters</title>
		<link>http://blogs.ethz.ch/kowalski/2013/03/22/another-exercise-with-characters/</link>
		<comments>http://blogs.ethz.ch/kowalski/2013/03/22/another-exercise-with-characters/#comments</comments>
		<pubDate>Fri, 22 Mar 2013 08:19:48 +0000</pubDate>
		<dc:creator>Kowalski</dc:creator>
				<category><![CDATA[Exercise]]></category>
		<category><![CDATA[Mathematics]]></category>

		<guid isPermaLink="false">http://blogs.ethz.ch/kowalski/?p=3757</guid>
		<description><![CDATA[While thinking about something else, I noticed recently the following result, which is certainly not new: Let be a compact topological group [ADDITIONAL ASSUMPTION pointed out by Y. Choi: connected, Lie group], and let be a finite-dimensional irreducible unitary continuous representation of on a vector space . Then the natural representation of on decomposes as [...]]]></description>
			<content:encoded><![CDATA[<p>While thinking about something else, I noticed recently the following result, which is certainly not new:</p>
<blockquote><p>
Let <img src='http://s.wordpress.com/latex.php?latex=G&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='G' title='G' class='latex' /> be a compact topological group [ADDITIONAL ASSUMPTION pointed out by Y. Choi: connected, Lie group], and let <img src='http://s.wordpress.com/latex.php?latex=%5Crho&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\rho' title='\rho' class='latex' /> be a finite-dimensional irreducible unitary continuous representation of <img src='http://s.wordpress.com/latex.php?latex=G&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='G' title='G' class='latex' /> on a vector space <img src='http://s.wordpress.com/latex.php?latex=V&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='V' title='V' class='latex' />. Then the natural representation <img src='http://s.wordpress.com/latex.php?latex=%5Cpi&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\pi' title='\pi' class='latex' /> of <img src='http://s.wordpress.com/latex.php?latex=G&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='G' title='G' class='latex' /> on <img src='http://s.wordpress.com/latex.php?latex=%5Cmathrm%7BEnd%7D%28V%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\mathrm{End}(V)' title='\mathrm{End}(V)' class='latex' /> decomposes as a direct sum of one-dimensional characters if and only if <img src='http://s.wordpress.com/latex.php?latex=%5Crho&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\rho' title='\rho' class='latex' /> is of dimension <img src='http://s.wordpress.com/latex.php?latex=1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='1' title='1' class='latex' />.
</p></blockquote>
<p>One direction is clear: if <img src='http://s.wordpress.com/latex.php?latex=%5Crho&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\rho' title='\rho' class='latex' /> has dimension one, then <img src='http://s.wordpress.com/latex.php?latex=%5Cpi&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\pi' title='\pi' class='latex' /> is simply the trivial one-dimensional representation. For the converse, here is an argument with character theory.  </p>
<p>As a first step, note that if <img src='http://s.wordpress.com/latex.php?latex=%5Crho&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\rho' title='\rho' class='latex' /> (of dimension <img src='http://s.wordpress.com/latex.php?latex=d%5Cgeq%201&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='d\geq 1' title='d\geq 1' class='latex' />, say) has this property, then in fact <img src='http://s.wordpress.com/latex.php?latex=%5Cpi&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\pi' title='\pi' class='latex' /> decomposes as a direct sum of <i>distinct</i> one-dimensional characters: indeed, the multiplicity of a character <img src='http://s.wordpress.com/latex.php?latex=%5Cchi&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\chi' title='\chi' class='latex' /> in <img src='http://s.wordpress.com/latex.php?latex=%5Cpi&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\pi' title='\pi' class='latex' /> is the same as<br />
<img src='http://s.wordpress.com/latex.php?latex=n_%7B%5Cchi%7D%3D%5Cint_%7BG%7D%5Cchi%28x%29%5Cmathrm%7BTr%7D%28%5Cpi%28g%29%29dg%2C&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='n_{\chi}=\int_{G}\chi(x)\mathrm{Tr}(\pi(g))dg,' title='n_{\chi}=\int_{G}\chi(x)\mathrm{Tr}(\pi(g))dg,' class='latex' /><br />
where <img src='http://s.wordpress.com/latex.php?latex=dg&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='dg' title='dg' class='latex' /> is the probability Haar measure on <img src='http://s.wordpress.com/latex.php?latex=G&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='G' title='G' class='latex' />, and since<br />
<img src='http://s.wordpress.com/latex.php?latex=%5Cmathrm%7BTr%7D%28%5Cpi%28g%29%29%3D%7C%5Cmathrm%7BTr%7D%28%5Crho%28g%29%29%7C%5E2%2C&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\mathrm{Tr}(\pi(g))=|\mathrm{Tr}(\rho(g))|^2,' title='\mathrm{Tr}(\pi(g))=|\mathrm{Tr}(\rho(g))|^2,' class='latex' /><br />
we get<br />
<img src='http://s.wordpress.com/latex.php?latex=n_%7B%5Cchi%7D%5Cleq%20%5Cint_%7BG%7D%5Cmathrm%7BTr%7D%28%5Cpi%28g%29%29dg%3D1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='n_{\chi}\leq \int_{G}\mathrm{Tr}(\pi(g))dg=1' title='n_{\chi}\leq \int_{G}\mathrm{Tr}(\pi(g))dg=1' class='latex' /><br />
by the orthogonality relations of characters. (Algebraically, this is just an application of Schur&#8217;s lemma).</p>
<p>Thus if we decompose <img src='http://s.wordpress.com/latex.php?latex=%5Cpi&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\pi' title='\pi' class='latex' /> into irreducible representations, we get<br />
<img src='http://s.wordpress.com/latex.php?latex=%5Cpi%3D%5Cbigoplus_%7B1%5Cleq%20i%5Cleq%20d%5E2%7D%20%5Cchi_i%2C&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\pi=\bigoplus_{1\leq i\leq d^2} \chi_i,' title='\pi=\bigoplus_{1\leq i\leq d^2} \chi_i,' class='latex' /><br />
where the <img src='http://s.wordpress.com/latex.php?latex=%5Cchi_i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\chi_i' title='\chi_i' class='latex' /> are distinct one-dimensional characters. We then know by orthogonality that<br />
<img src='http://s.wordpress.com/latex.php?latex=d%5E2%3D%5Cint_%7BG%7D%20%7C%5Cmathrm%7BTr%7D%28%5Cpi%28g%29%29%7C%5E2%20dg%3D%5Cint_%7BG%7D%20%7C%5Cmathrm%7BTr%7D%28%5Crho%28g%29%29%7C%5E4%20dg.&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='d^2=\int_{G} |\mathrm{Tr}(\pi(g))|^2 dg=\int_{G} |\mathrm{Tr}(\rho(g))|^4 dg.' title='d^2=\int_{G} |\mathrm{Tr}(\pi(g))|^2 dg=\int_{G} |\mathrm{Tr}(\rho(g))|^4 dg.' class='latex' /></p>
<p>Now the last-integral is bounded by<br />
<img src='http://s.wordpress.com/latex.php?latex=%5Cint_%7BG%7D%20%7C%5Cmathrm%7BTr%7D%28%5Crho%28g%29%29%7C%5E4%20dg%5Cleq%20%5Cmathrm%7BMax%7D_%7Bg%7D%7C%5Cmathrm%7BTr%7D%28%5Crho%28g%29%29%7C%5E2%20%5Ctimes%20%5Cint_G%7C%5Cmathrm%7BTr%7D%28%5Crho%28g%29%29%7C%5E2dg%5Cleq%20d%5E2%2C&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\int_{G} |\mathrm{Tr}(\rho(g))|^4 dg\leq \mathrm{Max}_{g}|\mathrm{Tr}(\rho(g))|^2 \times \int_G|\mathrm{Tr}(\rho(g))|^2dg\leq d^2,' title='\int_{G} |\mathrm{Tr}(\rho(g))|^4 dg\leq \mathrm{Max}_{g}|\mathrm{Tr}(\rho(g))|^2 \times \int_G|\mathrm{Tr}(\rho(g))|^2dg\leq d^2,' class='latex' /><br />
(since <img src='http://s.wordpress.com/latex.php?latex=%7C%5Cmathrm%7BTr%7D%28%5Crho%28g%29%29%7C%5Cleq%20d&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='|\mathrm{Tr}(\rho(g))|\leq d' title='|\mathrm{Tr}(\rho(g))|\leq d' class='latex' />). Comparing, this means that there must be equality throughout in this estimate, which in turn implies that <img src='http://s.wordpress.com/latex.php?latex=%7C%5Cmathrm%7BTr%7D%28%5Crho%28g%29%29%7C%3Dd&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='|\mathrm{Tr}(\rho(g))|=d' title='|\mathrm{Tr}(\rho(g))|=d' class='latex' /> for all <img src='http://s.wordpress.com/latex.php?latex=g%5Cin%20G&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='g\in G' title='g\in G' class='latex' />. Since <img src='http://s.wordpress.com/latex.php?latex=%5Crho%28g%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\rho(g)' title='\rho(g)' class='latex' /> is unitary of size <img src='http://s.wordpress.com/latex.php?latex=d&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='d' title='d' class='latex' />, this implies that <img src='http://s.wordpress.com/latex.php?latex=%5Crho%28g%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\rho(g)' title='\rho(g)' class='latex' /> is scalar for all <img src='http://s.wordpress.com/latex.php?latex=g&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='g' title='g' class='latex' />, and since it is assumed to be irreducible, it is in fact one-dimensional.</p>
<p>I see two interesting points in this argument: (1) is there a purely algebraic proof of the last part?  I haven&#8217;t thought very hard about this yet, but it would be nice to have one; (2) the appearance of the fourth moment of <img src='http://s.wordpress.com/latex.php?latex=%5Crho&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\rho' title='\rho' class='latex' /> is nicely reminiscent of the Larsen alternative (see Section 6.3 of <a href="http://www.math.ethz.ch/~kowalski/representation-theory.pdf">my notes on representation theory</a>, for instance&#8230;)</p>
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		<slash:comments>4</slash:comments>
		</item>
		<item>
		<title>Zeros of Hermite polynomials</title>
		<link>http://blogs.ethz.ch/kowalski/2013/02/20/zeros-of-hermite-polynomials/</link>
		<comments>http://blogs.ethz.ch/kowalski/2013/02/20/zeros-of-hermite-polynomials/#comments</comments>
		<pubDate>Wed, 20 Feb 2013 20:43:08 +0000</pubDate>
		<dc:creator>Kowalski</dc:creator>
				<category><![CDATA[Exercise]]></category>
		<category><![CDATA[Mathematics]]></category>

		<guid isPermaLink="false">http://blogs.ethz.ch/kowalski/?p=3725</guid>
		<description><![CDATA[In my paper with É. Fouvry and Ph. Michel where we find upper bounds for the number of certain sheaves on the affine line over a finite field with bounded ramification, the combinatorial part of the argument involves spherical codes and the method of Kabatjanski and Levenshtein, and turns out to depend on the rather [...]]]></description>
			<content:encoded><![CDATA[<p>In <a href="http://www.math.ethz.ch/~kowalski/counting-sheaves-application.pdf">my paper with É. Fouvry and Ph. Michel</a> where we find upper bounds for the number of certain sheaves on the affine line over a finite field with bounded ramification, the combinatorial part of the argument involves <a href="http://www2.research.att.com/~njas/packings/">spherical codes</a> and the <a href="http://www.keldysh.ru/papers/1998/source/article/UNI.PS">method of Kabatjanski and Levenshtein</a>, and turns out to depend on the rather recondite question of knowing a lower bound on the size of the largest zero <img src='http://s.wordpress.com/latex.php?latex=x_n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='x_n' title='x_n' class='latex' /> of the <img src='http://s.wordpress.com/latex.php?latex=n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='n' title='n' class='latex' />-th <a href="http://dlmf.nist.gov/18.3">Hermite polynomial</a> <img src='http://s.wordpress.com/latex.php?latex=H_n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='H_n' title='H_n' class='latex' />, which is defined for integers <img src='http://s.wordpress.com/latex.php?latex=n%5Cgeq%201&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='n\geq 1' title='n\geq 1' class='latex' /> by<br />
<img src='http://s.wordpress.com/latex.php?latex=H_n%28x%29%3D%28-1%29%5En%20e%5E%7Bx%5E2%7D%20%5Cfrac%7Bd%5En%7D%7Bdx%5En%7De%5E%7Bx%5E2%7D.&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='H_n(x)=(-1)^n e^{x^2} \frac{d^n}{dx^n}e^{x^2}.' title='H_n(x)=(-1)^n e^{x^2} \frac{d^n}{dx^n}e^{x^2}.' class='latex' /></p>
<p>This is a classical orthogonal polynomial (which implies in particular that all zeros of <img src='http://s.wordpress.com/latex.php?latex=H_n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='H_n' title='H_n' class='latex' /> are real and simple). The standard reference for such questions seems to still be <a href="http://books.google.ch/books?id=3hcW8HBh7gsC&amp;printsec=frontcover&amp;source=gbs_ge_summary_r&amp;cad=0#v=onepage&amp;q&amp;f=false">Szegö&#8217;s book</a>, in which one can read the following rather remarkable asymptotic formula:<br />
<img src='http://s.wordpress.com/latex.php?latex=x_n%3D%5Csqrt%7B2n%7D-%5Cfrac%7Bi_1%7D%7B%5Csqrt%5B3%5D%7B6%7D%7D%5Cfrac%7B1%7D%7B%282n%29%5E%7B1%2F6%7D%7D%2Bo%28n%5E%7B-1%2F6%7D%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='x_n=\sqrt{2n}-\frac{i_1}{\sqrt[3]{6}}\frac{1}{(2n)^{1/6}}+o(n^{-1/6})' title='x_n=\sqrt{2n}-\frac{i_1}{\sqrt[3]{6}}\frac{1}{(2n)^{1/6}}+o(n^{-1/6})' class='latex' /><br />
where <img src='http://s.wordpress.com/latex.php?latex=i_1%3D3.3721%5Cldots%3E0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='i_1=3.3721\ldots&gt;0' title='i_1=3.3721\ldots&gt;0' class='latex' /> is the <i>first</i> (real) zero of the function<br />
<img src='http://s.wordpress.com/latex.php?latex=%5Cmathrm%7BA%7D%28x%29%3D%5Cfrac%7B%5Cpi%7D%7B3%7D%5Csqrt%7B%5Cfrac%7Bx%7D%7B3%7D%7D%5CBigl%5C%7BJ_%7B1%2F3%7D%5CBigl%282%5CBigl%28%5Cfrac%7Bx%7D%7B3%7D%5CBigr%29%5E%7B3%2F2%7D%5CBigr%29%2BJ_%7B-1%2F3%7D%5CBigl%282%5CBigl%28%5Cfrac%7Bx%7D%7B3%7D%5CBigr%29%5E%7B3%2F2%7D%5CBigr%29%5CBigr%5C%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\mathrm{A}(x)=\frac{\pi}{3}\sqrt{\frac{x}{3}}\Bigl\{J_{1/3}\Bigl(2\Bigl(\frac{x}{3}\Bigr)^{3/2}\Bigr)+J_{-1/3}\Bigl(2\Bigl(\frac{x}{3}\Bigr)^{3/2}\Bigr)\Bigr\}' title='\mathrm{A}(x)=\frac{\pi}{3}\sqrt{\frac{x}{3}}\Bigl\{J_{1/3}\Bigl(2\Bigl(\frac{x}{3}\Bigr)^{3/2}\Bigr)+J_{-1/3}\Bigl(2\Bigl(\frac{x}{3}\Bigr)^{3/2}\Bigr)\Bigr\}' class='latex' /><br />
which is a close cousin of the <a href="http://dlmf.nist.gov/9">Airy function</a> (see formula (6.32.8) in Szegö&#8217;s book, noting that he observes the <a href="http://blogs.ethz.ch/kowalski/2008/06/03/peano-paragraphing/"> Peano paragraphing rule</a>, according to which section 6.32 comes before 6.4).</p>
<p>(Incidentally, if &#8212; like me &#8212; you tend to trust any random PDF you download to check a formula like that, you might end up with a version containing a typo: the cube root of <img src='http://s.wordpress.com/latex.php?latex=6&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='6' title='6' class='latex' /> is, in some printings, replaced by a square root&#8230;)</p>
<p>Szegö references work of a number of people (Zernike, Hahn. Korous, Bottema, Van Veen and Spencer), and sketches a proof based on ideas of Sturm on comparison of solutions of two differential equations. </p>
<p>As it happens, it is better for our purposes to have explicit inequalities, and there is an elementary proof of the estimate<br />
<img src='http://s.wordpress.com/latex.php?latex=x_n%5Cgeq%5Csqrt%7B%5Cfrac%7Bn-1%7D%7B2%7D%7D%2C&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='x_n\geq\sqrt{\frac{n-1}{2}},' title='x_n\geq\sqrt{\frac{n-1}{2}},' class='latex' /><br />
which is only asymptotically weaker by a factor <img src='http://s.wordpress.com/latex.php?latex=2&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='2' title='2' class='latex' /> from the previous formula. This is also explained by Szegö, and since the argument is rather cute and short, I will give a sketch of it. </p>
<p>Besides the fact that the zeros of <img src='http://s.wordpress.com/latex.php?latex=H_n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='H_n' title='H_n' class='latex' /> are real and simple, we will use the easy facts that <img src='http://s.wordpress.com/latex.php?latex=%5Cdeg%28H_n%29%3Dn&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\deg(H_n)=n' title='\deg(H_n)=n' class='latex' />, and that <img src='http://s.wordpress.com/latex.php?latex=H_n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='H_n' title='H_n' class='latex' /> is an even function for <img src='http://s.wordpress.com/latex.php?latex=n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='n' title='n' class='latex' /> even, and an odd function for <img src='http://s.wordpress.com/latex.php?latex=n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='n' title='n' class='latex' /> odd, and most importantly (since all other properties are rather generic!) that they satisfy the differential equation<br />
<img src='http://s.wordpress.com/latex.php?latex=y%27%27-2xy%27%2B2ny%3D0.&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='y&#039;&#039;-2xy&#039;+2ny=0.' title='y&#039;&#039;-2xy&#039;+2ny=0.' class='latex' /></p>
<p>The crucial lemma is the following result of Laguerre:</p>
<blockquote><p>
Let <img src='http://s.wordpress.com/latex.php?latex=P%5Cin%20%5Cmathbf%7BC%7D%5BX%5D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P\in \mathbf{C}[X]' title='P\in \mathbf{C}[X]' class='latex' /> be a polynomial of degree <img src='http://s.wordpress.com/latex.php?latex=n%5Cgeq%201&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='n\geq 1' title='n\geq 1' class='latex' />. Let <img src='http://s.wordpress.com/latex.php?latex=z_0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='z_0' title='z_0' class='latex' /> be a simple zero of <img src='http://s.wordpress.com/latex.php?latex=P&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P' title='P' class='latex' />, and let<br />
<img src='http://s.wordpress.com/latex.php?latex=w_0%3Dz_0-2%28n-1%29%5Cfrac%7BP%27%28z_0%29%7D%7BP%27%27%28z_0%29%7D.&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='w_0=z_0-2(n-1)\frac{P&#039;(z_0)}{P&#039;&#039;(z_0)}.' title='w_0=z_0-2(n-1)\frac{P&#039;(z_0)}{P&#039;&#039;(z_0)}.' class='latex' /><br />
Then if <img src='http://s.wordpress.com/latex.php?latex=T%5Csubset%20%5Cmathbf%7BC%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='T\subset \mathbf{C}' title='T\subset \mathbf{C}' class='latex' /> is any line or circle passing through <img src='http://s.wordpress.com/latex.php?latex=z_0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='z_0' title='z_0' class='latex' /> and <img src='http://s.wordpress.com/latex.php?latex=w_0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='w_0' title='w_0' class='latex' />, <i>either</i> all zeros of <img src='http://s.wordpress.com/latex.php?latex=P&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P' title='P' class='latex' /> are in <img src='http://s.wordpress.com/latex.php?latex=T&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='T' title='T' class='latex' />, <i>or</i> both components of <img src='http://s.wordpress.com/latex.php?latex=%5Cmathbf%7BC%7D-T&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\mathbf{C}-T' title='\mathbf{C}-T' class='latex' /> contain at least one zero of <img src='http://s.wordpress.com/latex.php?latex=P&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P' title='P' class='latex' />.
</p></blockquote>
<p>Before explaining the proof of this, let&#8217;s see how it gives the desired lower bound on the largest zero <img src='http://s.wordpress.com/latex.php?latex=x_n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='x_n' title='x_n' class='latex' /> of <img src='http://s.wordpress.com/latex.php?latex=H_n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='H_n' title='H_n' class='latex' />. We apply Laguerre&#8217;s result with <img src='http://s.wordpress.com/latex.php?latex=P%3DH_n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P=H_n' title='P=H_n' class='latex' /> and <img src='http://s.wordpress.com/latex.php?latex=z_0%3Dx_n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='z_0=x_n' title='z_0=x_n' class='latex' />. Using the differential equation, we obtain<br />
<img src='http://s.wordpress.com/latex.php?latex=w_0%3Dx_n-%5Cfrac%7Bn-1%7D%7Bx_n%7D.&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='w_0=x_n-\frac{n-1}{x_n}.' title='w_0=x_n-\frac{n-1}{x_n}.' class='latex' /><br />
Now consider the circle <img src='http://s.wordpress.com/latex.php?latex=T&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='T' title='T' class='latex' /> such that the segment <img src='http://s.wordpress.com/latex.php?latex=%5Bw_0%2Cz_0%5D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='[w_0,z_0]' title='[w_0,z_0]' class='latex' /> is a diameter of <img src='http://s.wordpress.com/latex.php?latex=T&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='T' title='T' class='latex' />. </p>
<p><a href="http://blogs.ethz.ch/kowalski/files/2013/02/laguerre.png"><img src="http://blogs.ethz.ch/kowalski/files/2013/02/laguerre.png" alt="" width="350" class="aligncenter size-full wp-image-3742" /></a></p>
<p>Now note that <img src='http://s.wordpress.com/latex.php?latex=-x_n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='-x_n' title='-x_n' class='latex' /> is the <i>smallest</i> zero of <img src='http://s.wordpress.com/latex.php?latex=H_n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='H_n' title='H_n' class='latex' /> (as we observed above, <img src='http://s.wordpress.com/latex.php?latex=H_n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='H_n' title='H_n' class='latex' /> is either odd or even). We can not have <img src='http://s.wordpress.com/latex.php?latex=w_0%3C-x_n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='w_0&lt;-x_n' title='w_0&lt;-x_n' class='latex' />: if that were the case, the unbounded component of the complement of the circle <img src='http://s.wordpress.com/latex.php?latex=T&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='T' title='T' class='latex' /> would not contain any zero, and neither would <img src='http://s.wordpress.com/latex.php?latex=T&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='T' title='T' class='latex' /> contain all zeros (since <img src='http://s.wordpress.com/latex.php?latex=-x_n%5Cnotin%20T&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='-x_n\notin T' title='-x_n\notin T' class='latex' />), contradicting the conclusion of Laguerre&#039;s Lemma.  Hence we get <img src='http://s.wordpress.com/latex.php?latex=-x_n%5Cleq%20w_0%3Dx_n-%5Cfrac%7Bn-1%7D%7Bx_n%7D%2C&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='-x_n\leq w_0=x_n-\frac{n-1}{x_n},' title='-x_n\leq w_0=x_n-\frac{n-1}{x_n},' class='latex' /><br />
and this implies<br />
<img src='http://s.wordpress.com/latex.php?latex=x_n%5Cgeq%20%5Csqrt%7B%5Cfrac%7Bn-1%7D%7B2%7D%7D%2C&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='x_n\geq \sqrt{\frac{n-1}{2}},' title='x_n\geq \sqrt{\frac{n-1}{2}},' class='latex' /><br />
as claimed.  (Note that if <img src='http://s.wordpress.com/latex.php?latex=n%5Cgeq%203&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='n\geq 3' title='n\geq 3' class='latex' />, one deduces easily that the inequality is strict, but there is equality for <img src='http://s.wordpress.com/latex.php?latex=n%3D2&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='n=2' title='n=2' class='latex' />.)</p>
<p>Now for the proof of the Lemma.  One defines a polynomial <img src='http://s.wordpress.com/latex.php?latex=Q&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='Q' title='Q' class='latex' /> by<br />
<img src='http://s.wordpress.com/latex.php?latex=P%3D%28X-z_0%29Q%2C&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P=(X-z_0)Q,' title='P=(X-z_0)Q,' class='latex' /><br />
so that <img src='http://s.wordpress.com/latex.php?latex=Q&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='Q' title='Q' class='latex' /> has degree <img src='http://s.wordpress.com/latex.php?latex=n-1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='n-1' title='n-1' class='latex' /> and has zero set <img src='http://s.wordpress.com/latex.php?latex=Z&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='Z' title='Z' class='latex' /> formed of the zeros of <img src='http://s.wordpress.com/latex.php?latex=P&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P' title='P' class='latex' /> different from <img src='http://s.wordpress.com/latex.php?latex=z_0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='z_0' title='z_0' class='latex' /> (since the latter is assumed to be simple). Using the definition, we have<br />
<img src='http://s.wordpress.com/latex.php?latex=Q%27%28z_0%29%3DP%27%28z_0%29%2C%5Cquad%5Cquad%20Q%27%27%28z_0%29%3D%5Cfrac%7B1%7D%7B2%7DP%27%27%28z_0%29.&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='Q&#039;(z_0)=P&#039;(z_0),\quad\quad Q&#039;&#039;(z_0)=\frac{1}{2}P&#039;&#039;(z_0).' title='Q&#039;(z_0)=P&#039;(z_0),\quad\quad Q&#039;&#039;(z_0)=\frac{1}{2}P&#039;&#039;(z_0).' class='latex' /><br />
We now compute the value at <img src='http://s.wordpress.com/latex.php?latex=z_0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='z_0' title='z_0' class='latex' /> of the logarithmic derivative of <img src='http://s.wordpress.com/latex.php?latex=Q&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='Q' title='Q' class='latex' />, which is well-defined: we have<br />
<img src='http://s.wordpress.com/latex.php?latex=%5Cfrac%7BQ%27%7D%7BQ%7D%3D%5Csum_%7B%5Calpha%5Cin%20Z%7D%5Cfrac%7B1%7D%7BX-%5Calpha%7D%2C&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\frac{Q&#039;}{Q}=\sum_{\alpha\in Z}\frac{1}{X-\alpha},' title='\frac{Q&#039;}{Q}=\sum_{\alpha\in Z}\frac{1}{X-\alpha},' class='latex' /><br />
hence<br />
<img src='http://s.wordpress.com/latex.php?latex=%5Cfrac%7BQ%27%7D%7BQ%7D%28z_0%29%3D%5Csum_%7B%5Calpha%5Cin%20Z%7D%5Cfrac%7B1%7D%7Bz_0-%5Calpha%7D%2C&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\frac{Q&#039;}{Q}(z_0)=\sum_{\alpha\in Z}\frac{1}{z_0-\alpha},' title='\frac{Q&#039;}{Q}(z_0)=\sum_{\alpha\in Z}\frac{1}{z_0-\alpha},' class='latex' /><br />
which becomes, by the above formulas and the definition of <img src='http://s.wordpress.com/latex.php?latex=w_0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='w_0' title='w_0' class='latex' />, the identity<br />
<img src='http://s.wordpress.com/latex.php?latex=%5Cfrac%7B1%7D%7Bz_0-w_0%7D%3D%5Cfrac%7B1%7D%7Bn-1%7D%5Csum_%7B%5Calpha%5Cin%20Z%7D%5Cfrac%7B1%7D%7Bz_0-%5Calpha%7D%2C&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\frac{1}{z_0-w_0}=\frac{1}{n-1}\sum_{\alpha\in Z}\frac{1}{z_0-\alpha},' title='\frac{1}{z_0-w_0}=\frac{1}{n-1}\sum_{\alpha\in Z}\frac{1}{z_0-\alpha},' class='latex' /><br />
or equivalently<br />
<img src='http://s.wordpress.com/latex.php?latex=%5Cgamma%28w_0%29%3D%5Cfrac%7B1%7D%7Bn-1%7D%5Csum_%7B%5Calpha%5Cin%20Z%7D%7B%5Cgamma%28%5Calpha%29%7D%2C&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\gamma(w_0)=\frac{1}{n-1}\sum_{\alpha\in Z}{\gamma(\alpha)},' title='\gamma(w_0)=\frac{1}{n-1}\sum_{\alpha\in Z}{\gamma(\alpha)},' class='latex' /><br />
where <img src='http://s.wordpress.com/latex.php?latex=%5Cgamma%28z%29%3D1%2F%28z_0-z%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\gamma(z)=1/(z_0-z)' title='\gamma(z)=1/(z_0-z)' class='latex' /> is a Möbius transformation.</p>
<p>Recalling that <img src='http://s.wordpress.com/latex.php?latex=%7CZ%7C%3Dn-1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='|Z|=n-1' title='|Z|=n-1' class='latex' />, this means that <img src='http://s.wordpress.com/latex.php?latex=%5Cgamma%28w_0%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\gamma(w_0)' title='\gamma(w_0)' class='latex' /> is the average of the <img src='http://s.wordpress.com/latex.php?latex=%5Cgamma%28%5Calpha%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\gamma(\alpha)' title='\gamma(\alpha)' class='latex' />. It is then elementary that for line <img src='http://s.wordpress.com/latex.php?latex=L&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='L' title='L' class='latex' />, either <img src='http://s.wordpress.com/latex.php?latex=%5Cgamma%28Z%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\gamma(Z)' title='\gamma(Z)' class='latex' /> is contained in <img src='http://s.wordpress.com/latex.php?latex=L&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='L' title='L' class='latex' />, or <img src='http://s.wordpress.com/latex.php?latex=%5Cgamma%28Z%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\gamma(Z)' title='\gamma(Z)' class='latex' /> intersects both components of the complement of <img src='http://s.wordpress.com/latex.php?latex=L&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='L' title='L' class='latex' />. Now apply <img src='http://s.wordpress.com/latex.php?latex=%5Cgamma%5E%7B-1%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\gamma^{-1}' title='\gamma^{-1}' class='latex' /> to this assertion: one gets that either <img src='http://s.wordpress.com/latex.php?latex=Z&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='Z' title='Z' class='latex' /> is contained in <img src='http://s.wordpress.com/latex.php?latex=%5Cgamma%5E%7B-1%7D%28L%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\gamma^{-1}(L)' title='\gamma^{-1}(L)' class='latex' />, or <img src='http://s.wordpress.com/latex.php?latex=Z&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='Z' title='Z' class='latex' /> intersects both components of the complement of <img src='http://s.wordpress.com/latex.php?latex=%5Cgamma%5E%7B-1%7D%28L%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\gamma^{-1}(L)' title='\gamma^{-1}(L)' class='latex' />.  We are now done, after observing that the lines passing through <img src='http://s.wordpress.com/latex.php?latex=%5Cgamma%28w_0%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\gamma(w_0)' title='\gamma(w_0)' class='latex' /> are precisely the images under <img src='http://s.wordpress.com/latex.php?latex=%5Cgamma&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\gamma' title='\gamma' class='latex' /> of the circles and lines passing through <img src='http://s.wordpress.com/latex.php?latex=w_0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='w_0' title='w_0' class='latex' /> and through <img src='http://s.wordpress.com/latex.php?latex=z_0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='z_0' title='z_0' class='latex' /> (because <img src='http://s.wordpress.com/latex.php?latex=%5Cgamma%28z_0%29%3D%5Cinfty&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\gamma(z_0)=\infty' title='\gamma(z_0)=\infty' class='latex' />, and each line passes through <img src='http://s.wordpress.com/latex.php?latex=%5Cinfty&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\infty' title='\infty' class='latex' /> in the projective line.)</p>
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		<slash:comments>5</slash:comments>
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		<item>
		<title>Am I a topologist?</title>
		<link>http://blogs.ethz.ch/kowalski/2013/02/14/am-i-a-topologist/</link>
		<comments>http://blogs.ethz.ch/kowalski/2013/02/14/am-i-a-topologist/#comments</comments>
		<pubDate>Thu, 14 Feb 2013 18:56:42 +0000</pubDate>
		<dc:creator>Kowalski</dc:creator>
				<category><![CDATA[ETH]]></category>
		<category><![CDATA[Language]]></category>
		<category><![CDATA[Mathematics]]></category>

		<guid isPermaLink="false">http://blogs.ethz.ch/kowalski/?p=3716</guid>
		<description><![CDATA[Topological thinking is rooted in local issues &#8212; the soil, the plants, the weather, and the local customs. Peoples&#8217; well-being is its objective.]]></description>
			<content:encoded><![CDATA[<p><a href="http://girot.arch.ethz.ch/research/design-precision-topology/archives-design-precision-topology/topology-a-new-measure-of-quality-in-landscape-architecture"><img src="http://blogs.ethz.ch/kowalski/files/2013/02/topologist.jpg" alt="" width="624" height="560" class="aligncenter size-full wp-image-3717" /></a></p>
<blockquote><p>
Topological thinking is rooted in local issues &#8212; the soil, the plants, the weather, and the local customs. Peoples&#8217; well-being is its objective.
</p></blockquote>
]]></content:encoded>
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		<title>What we talk about when we talk about notation&#8230;</title>
		<link>http://blogs.ethz.ch/kowalski/2013/02/07/what-we-talk-about-when-we-talk-about-notation/</link>
		<comments>http://blogs.ethz.ch/kowalski/2013/02/07/what-we-talk-about-when-we-talk-about-notation/#comments</comments>
		<pubDate>Thu, 07 Feb 2013 11:55:29 +0000</pubDate>
		<dc:creator>Kowalski</dc:creator>
				<category><![CDATA[Language]]></category>
		<category><![CDATA[Mathematics]]></category>

		<guid isPermaLink="false">http://blogs.ethz.ch/kowalski/?p=3710</guid>
		<description><![CDATA[&#8220;Orismology&#8221;, from the Oxford English Dictionary Word Of The Day, is the right term for the discussion of technical terminology (the théorie des termes de métier, as we say in French).]]></description>
			<content:encoded><![CDATA[<p>&#8220;Orismology&#8221;, from the <a href="http://wwww.oed.com">Oxford English Dictionary</a> Word Of The Day, is the right term for the discussion of technical terminology (the <i>théorie des termes de métier</i>, as we say in French).</p>
]]></content:encoded>
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		</item>
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		<title>Stickelberger&#8217;s copy of Jacobi&#8217;s &#8220;Canon arithmeticus&#8221;</title>
		<link>http://blogs.ethz.ch/kowalski/2013/02/03/stickelbergers-copy-of-jacobis-canon-arithmeticus/</link>
		<comments>http://blogs.ethz.ch/kowalski/2013/02/03/stickelbergers-copy-of-jacobis-canon-arithmeticus/#comments</comments>
		<pubDate>Sun, 03 Feb 2013 15:45:15 +0000</pubDate>
		<dc:creator>Kowalski</dc:creator>
				<category><![CDATA[ETH]]></category>
		<category><![CDATA[Mathematics]]></category>
		<category><![CDATA[Switzerland]]></category>

		<guid isPermaLink="false">http://blogs.ethz.ch/kowalski/?p=3676</guid>
		<description><![CDATA[I am currently the head of the Mathematics Library at ETH (which is separate from the main library). A few days ago, I surveyed some of the (relatively) old books in our collection with one of the librarians, just to see if some of these should be handled in a special way. We didn&#8217;t find [...]]]></description>
			<content:encoded><![CDATA[<p>I am currently the head of the <a href="http://www.math.ethz.ch/library">Mathematics Library</a> at ETH (which is separate from the <a href="http://www.library.ethz.ch/en">main library</a>). A few days ago, I surveyed some of the (relatively) old books in our collection with one of the librarians, just to see if some of these should be handled in a special way.  We didn&#8217;t find anything really out of the ordinary (no copy of Poincaré&#8217;s works heavily annotated by H. Weyl, I&#8217;m afraid), but one book has some historical interest: it is (or seems to be) <a href="http://en.wikipedia.org/wiki/Ludwig_Stickelberger">Stickelberger&#8217;s</a> copy of <a href="http://books.google.ch/books?id=938_AAAAcAAJ&amp;printsec=frontcover&amp;source=gbs_ge_summary_r&amp;cad=0#v=onepage&amp;q&amp;f=false">Jacobi&#8217;s &#8220;Canon arithmeticus&#8221;</a></p>
<p><a href="http://blogs.ethz.ch/kowalski/files/2013/02/DSCN3026.jpg"><img src="http://blogs.ethz.ch/kowalski/files/2013/02/DSCN3026-225x300.jpg" alt="" width="225" height="300" class="aligncenter size-medium wp-image-3690" /></a></p>
<p>a table of primitive roots and discrete logarithms for primes up to 1000.  </p>
<p><a href="http://gdz.sub.uni-goettingen.de/no_cache/dms/load/img/?IDDOC=249476">Stickelberger&#8217;s</a> signature is found on one of the first pages</p>
<p><a href="http://blogs.ethz.ch/kowalski/files/2013/02/DSCN3025.jpg"><img src="http://blogs.ethz.ch/kowalski/files/2013/02/DSCN3025-300x161.jpg" alt="" width="300" height="161" class="aligncenter size-medium wp-image-3680" /></a></p>
<p>The table itself, as it took me a few minutes to understand (my Latin being non-existent), lists for each prime <img src='http://s.wordpress.com/latex.php?latex=p%5Cleq%201000&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='p\leq 1000' title='p\leq 1000' class='latex' /> the &#8220;Numeri&#8221; <img src='http://s.wordpress.com/latex.php?latex=1%5Cleq%20N%5Cleq%20p-1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='1\leq N\leq p-1' title='1\leq N\leq p-1' class='latex' /> and the &#8220;Index&#8221; <img src='http://s.wordpress.com/latex.php?latex=1%5Cleq%20I%5Cleq%20p-1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='1\leq I\leq p-1' title='1\leq I\leq p-1' class='latex' />, which are defined by the relation<br />
<img src='http://s.wordpress.com/latex.php?latex=N%3D%5Crho%5EI%2C&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='N=\rho^I,' title='N=\rho^I,' class='latex' /><br />
for some primitive root <img src='http://s.wordpress.com/latex.php?latex=%5Crho&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\rho' title='\rho' class='latex' /> modulo <img src='http://s.wordpress.com/latex.php?latex=p&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='p' title='p' class='latex' />, which can be identified easily by looking for the number for which <img src='http://s.wordpress.com/latex.php?latex=I&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='I' title='I' class='latex' /> is equal to <img src='http://s.wordpress.com/latex.php?latex=1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='1' title='1' class='latex' />:<br />
<img src='http://s.wordpress.com/latex.php?latex=%5Crho%3D%5Crho%5E1.&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\rho=\rho^1.' title='\rho=\rho^1.' class='latex' /></p>
<p><a href="http://blogs.ethz.ch/kowalski/files/2013/02/DSCN3033.jpg"><img src="http://blogs.ethz.ch/kowalski/files/2013/02/DSCN3033-207x300.jpg" alt="" width="207" height="300" class="aligncenter size-medium wp-image-3683" /></a></p>
<p>So above we see that Jacobi selected <img src='http://s.wordpress.com/latex.php?latex=2&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='2' title='2' class='latex' /> as primitive root modulo <img src='http://s.wordpress.com/latex.php?latex=5&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='5' title='5' class='latex' /> and <img src='http://s.wordpress.com/latex.php?latex=11&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='11' title='11' class='latex' />, and <img src='http://s.wordpress.com/latex.php?latex=3&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='3' title='3' class='latex' /> as primitive root modulo <img src='http://s.wordpress.com/latex.php?latex=7&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='7' title='7' class='latex' />, or <img src='http://s.wordpress.com/latex.php?latex=6&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='6' title='6' class='latex' /> as primitive root modulo <img src='http://s.wordpress.com/latex.php?latex=13&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='13' title='13' class='latex' />. Obligingly, he also indicates the factorization of <img src='http://s.wordpress.com/latex.php?latex=p-1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='p-1' title='p-1' class='latex' /> (so that all primitive roots can be easily found by checking whether the corresponding index is coprime with <img src='http://s.wordpress.com/latex.php?latex=p-1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='p-1' title='p-1' class='latex' />).</p>
<p>Like the copy which was digitized by Google, Stickelberger&#8217;s has a list of corrections at the end, and most (if not all: I didn&#8217;t check&#8230;) of these are incorporated in pencil in the main text, as here with <img src='http://s.wordpress.com/latex.php?latex=p%3D71&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='p=71' title='p=71' class='latex' />:</p>
<p><a href="http://blogs.ethz.ch/kowalski/files/2013/02/DSCN3034.jpg"><img src="http://blogs.ethz.ch/kowalski/files/2013/02/DSCN3034-300x202.jpg" alt="" width="300" height="202" class="aligncenter size-medium wp-image-3685" /></a></p>
<p>However, Stickelberger (if it was him) also had <i>another</i> list of corrections, written down on a separate loose  sheet of paper inserted at the end of the book. </p>
<p><a href="http://blogs.ethz.ch/kowalski/files/2013/02/DSCN3035.jpg"><img src="http://blogs.ethz.ch/kowalski/files/2013/02/DSCN3035-225x300.jpg" alt="" width="225" height="300" class="aligncenter size-medium wp-image-3687" /></a></p>
<p>These corrections are reproduced from the paper <a href="http://archive.org/stream/messengerofmathe41cambuoft#page/146/mode/2up">On quasi-mersennian numbers</a> by <a href="http://homes.cerias.purdue.edu/~ssw/cun/index.html">Lieutenant Colonel Allan Cunningham</a> in Vol. 41 of the <i>Messenger of Mathematics</i> (a volume which seems <a href="http://projecteuclid.org/DPubS?service=UI&amp;version=1.0&amp;verb=Display&amp;handle=euclid.ss/1030037906">famous in statistical circles</a> because it contains, ten pages later, an important paper of R.A. Fisher on maximum likelihood&#8230;)  But even Cunningham&#8217;s corrections contain a few mistakes, which Stickelberger reports (though with question marks):</p>
<p><a href="http://blogs.ethz.ch/kowalski/files/2013/02/DSCN3038.jpg"><img src="http://blogs.ethz.ch/kowalski/files/2013/02/DSCN3038-225x300.jpg" alt="" width="225" height="300" class="aligncenter size-medium wp-image-3706" /></a></p>
<p>Indeed, for <img src='http://s.wordpress.com/latex.php?latex=p%3D757&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='p=757' title='p=757' class='latex' />, the primitive root chosen by Jacobi is <img src='http://s.wordpress.com/latex.php?latex=%5Crho%3D2&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\rho=2' title='\rho=2' class='latex' /> and we have<br />
<img src='http://s.wordpress.com/latex.php?latex=2%5E%7B468%7D%3D565%5Cbmod%7B757%7D%2C&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='2^{468}=565\bmod{757},' title='2^{468}=565\bmod{757},' class='latex' /><br />
instead of <img src='http://s.wordpress.com/latex.php?latex=568&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='568' title='568' class='latex' /> reported by Cunningham (and <img src='http://s.wordpress.com/latex.php?latex=168&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='168' title='168' class='latex' /> in the Canon).</p>
<p>As far as I could see during my quick inspection, there are no further annotations or comments by Stickelberger, nor any date indicating when he acquired this book.  The publication date is 1839, and the only other indication is that the volume of the Messenger of Mathematics with Cunningham&#8217;s paper appeared in 1912. I also do not known when and how the book entered the collection of ETH.</p>
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		<item>
		<title>A cruel dilemma</title>
		<link>http://blogs.ethz.ch/kowalski/2013/01/22/a-cruel-dilemma/</link>
		<comments>http://blogs.ethz.ch/kowalski/2013/01/22/a-cruel-dilemma/#comments</comments>
		<pubDate>Tue, 22 Jan 2013 09:05:50 +0000</pubDate>
		<dc:creator>Kowalski</dc:creator>
				<category><![CDATA[Mathematics]]></category>

		<guid isPermaLink="false">http://blogs.ethz.ch/kowalski/?p=3667</guid>
		<description><![CDATA[From a recent article in the New York Times: &#8220;On the satellite channels, I watch &#8216;America&#8217;s Got Talent&#8217; dubbed in Persian, while at the same time, our state television is showing an hourlong program on mathematics. Which one would you prefer?&#8221; asked ************, 30, an insurance salesman.]]></description>
			<content:encoded><![CDATA[<p>From a recent article in the New York Times:</p>
<blockquote><p>
&#8220;On the satellite channels, I watch &#8216;America&#8217;s Got Talent&#8217; dubbed in Persian, while at the same time, our state television is showing an hourlong program on mathematics. Which one would you prefer?&#8221; asked ************, 30, an insurance salesman.
</p></blockquote>
]]></content:encoded>
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		<title>Upcoming events!</title>
		<link>http://blogs.ethz.ch/kowalski/2013/01/14/upcoming-events/</link>
		<comments>http://blogs.ethz.ch/kowalski/2013/01/14/upcoming-events/#comments</comments>
		<pubDate>Mon, 14 Jan 2013 10:32:10 +0000</pubDate>
		<dc:creator>Kowalski</dc:creator>
				<category><![CDATA[ETH]]></category>
		<category><![CDATA[Mathematics]]></category>
		<category><![CDATA[Switzerland]]></category>

		<guid isPermaLink="false">http://blogs.ethz.ch/kowalski/?p=3655</guid>
		<description><![CDATA[There will be quite a few number-theoretic activities that I will be involved-in this year. In chronological order: (1) In March, on Friday the 15th and Saturday the 16th, there will first be the 10th edition of the ETH-EPFL Number Theory Days, this time in Lausanne. The web page is currently not very informative (except [...]]]></description>
			<content:encoded><![CDATA[<p>There will be quite a few number-theoretic activities that I will be involved-in this year. In chronological order:</p>
<p>(1) In March, on Friday the 15th and Saturday the 16th, there will first be the 10th edition of the ETH-EPFL Number Theory Days, this time in Lausanne.  The <a href="http://tan.epfl.ch/ntd">web page</a> is currently not very informative (except for links to the previous editions&#8230;), but the speakers this year will be L. Berger (ENS Lyon), E. Lindenstrauss (Hebrew University), H. Oh (Brown University), N. Templier (Princeton University) and J. Wolf (École Polytechnique).  This is organized by Ph. Michel and myself.</p>
<p>(2) Immediately following, there will be a conference on &#8220;Equidistribution in number theory and dynamics&#8221; at the <a href="http://www.fim.math.ethz.ch/">Forschungsinstitut für Mathematik</a> of ETH, organized jointly by M. Einsiedler, E. Lindenstrauss, Ph. Michel and myself, from March 18 to 22.  There is a <a href="http://www.math.ethz.ch/~kowalski/equidistribution.html">web page</a> with the current list of speakers.  We would especially like to invite young mathematicians to apply <a href="http://www.fim.math.ethz.ch/conferences/2013/Equidistribution_in_Number_Theory_and_Dynamics/Funding_for_young_researchers">here</a> for financial support if they wish to attend this conference (the deadline indicated is January 15th, but a few more days should not hurt).</p>
<p>(3) During the first week of June, again at FIM, G. Wustholz and myself are organizing a conference to celebrate the 25th anniversary of the Number Theory Seminar at ETH.  Additional details will appear soon&#8230;.</p>
<p>(4) Finally, from June 17 to 21, in sunny Marseille, R. de la Bretèche, Ph. Michel, J. Rivat and myself are co-organizing a conference on Analytic Number Theory in honor of É. Fouvry&#8217;s 60th birthday.  This will be held at CIRM, which is a also a very nice place indeed to do mathematics.  The web page for the conference is <a href="http://fouvry60.epfl.ch">here</a>; registration to the conference should be done on the CIRM website (the registration form is not there yet).</p>
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