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		<title>mathematical musings</title>
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		<title>Sneak preview: art at the Joint Mathematical Meetings</title>
		<link>http://matthewkahle.wordpress.com/2011/12/12/sneak-preview-art-at-the-joint-mathematical-meetings/</link>
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		<pubDate>Mon, 12 Dec 2011 23:59:55 +0000</pubDate>
		<dc:creator>matthewkahle</dc:creator>
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		<description><![CDATA[Thanks to Mikael Vejdemo-Johansson for pointing me to the online preview of mathematical art which will be shown at the Joint Mathematical Meetings in January 2012. Note in particular Mikael&#8217;s fantastic laser-etched Hyperbolic Coasters. I also really like these by Vladimir Bulatov.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=matthewkahle.wordpress.com&amp;blog=8318200&amp;post=549&amp;subd=matthewkahle&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Thanks to Mikael Vejdemo-Johansson for pointing me to the <a href="http://gallery.bridgesmathart.org/">online preview of mathematical art</a> which will be shown at the Joint Mathematical Meetings in January 2012.</p>
<p>Note in particular Mikael&#8217;s fantastic laser-etched <a href="http://gallery.bridgesmathart.org/exhibitions/2012-joint-mathematics-meetings/michiexile">Hyperbolic Coasters</a>.</p>
<p><img src="http://gallery.bridgesmathart.org/sites/default/files/styles/large/public/%5Buser%5D/5479751353_23e3c64ecf_b.jpg" alt="Hyperbolic Coasters" /></p>
<p>I also really like <a href="http://gallery.bridgesmathart.org/exhibitions/2012-joint-mathematics-meetings/bulatov">these by Vladimir Bulatov</a>.</p>
<p><img src="http://gallery.bridgesmathart.org/sites/default/files/styles/large/public/%5Buser%5D/horo_sim7.5_23_1800.jpg" alt="Horosphere tiling I" /></p>
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			<media:title type="html">Hyperbolic Coasters</media:title>
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			<media:title type="html">Horosphere tiling I</media:title>
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		<title>Is Benford&#8217;s law really less true now than ever?</title>
		<link>http://matthewkahle.wordpress.com/2011/10/13/is-benfords-law-really-less-true-now-than-ever/</link>
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		<pubDate>Thu, 13 Oct 2011 20:47:45 +0000</pubDate>
		<dc:creator>matthewkahle</dc:creator>
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		<description><![CDATA[Jialan Wang, an assistant professor of finance at Washington University, has posted a fascinating note about the observable departure from Benford&#8217;s law over time. I am trying to imagine any other explanation of this other than widespread fraud (or as she puts it more tactfully, &#8220;decreased reliability of accounting data). Please chime in with your [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=matthewkahle.wordpress.com&amp;blog=8318200&amp;post=545&amp;subd=matthewkahle&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Jialan Wang, an assistant professor of finance at Washington University, has posted a <a href="http://econerdfood.blogspot.com/2011/10/benfords-law-and-decreasing-reliability.html">fascinating note</a> about the observable departure from <a href="http://en.wikipedia.org/wiki/Benford's_law">Benford&#8217;s law</a> over time.  I am trying to imagine any other explanation of this other than widespread fraud (or as she puts it more tactfully, &#8220;decreased reliability of accounting data).</p>
<p>Please chime in with your own alternate explanations in the comments.</p>
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		<title>Computational topology for configuration spaces of hard disks</title>
		<link>http://matthewkahle.wordpress.com/2011/10/03/computational-topology-for-configuration-spaces-of-hard-disks/</link>
		<comments>http://matthewkahle.wordpress.com/2011/10/03/computational-topology-for-configuration-spaces-of-hard-disks/#comments</comments>
		<pubDate>Tue, 04 Oct 2011 01:04:04 +0000</pubDate>
		<dc:creator>matthewkahle</dc:creator>
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		<description><![CDATA[Here is a nice review by Randy Kamein of some recent work with Carlsson, Gorham, and Mason at the Journal Club for Condensed Matter Physics.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=matthewkahle.wordpress.com&amp;blog=8318200&amp;post=529&amp;subd=matthewkahle&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p><a href="http://www.condmatjournalclub.org/wp-content/uploads/2011/09/JCCM_SEPTEMBER_2011_02.pdf">Here is a </a> <a href="http://www.condmatjournalclub.org/wp-content/uploads/2011/09/JCCM_SEPTEMBER_2011_02.pdf">nice review</a> by <a href="http://www.physics.upenn.edu/people/r.kamien.html">Randy Kamein</a> of some <a href="http://arxiv.org/abs/1108.5719">recent work</a> with Carlsson, Gorham, and Mason at the Journal Club for Condensed Matter Physics. </p>
<p><a href="http://matthewkahle.files.wordpress.com/2011/10/unden5.jpg"><img src="http://matthewkahle.files.wordpress.com/2011/10/unden5.jpg?w=278&#038;h=300" alt="dendrogram" title="unden5" width="278" height="300" class="aligncenter size-medium wp-image-531" /></a></p>
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		<title>In search of a counterexample to the Lovász conjecture</title>
		<link>http://matthewkahle.wordpress.com/2011/10/03/in-search-of-a-counterexample-to-the-lovasz-conjecture/</link>
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		<pubDate>Mon, 03 Oct 2011 20:53:47 +0000</pubDate>
		<dc:creator>matthewkahle</dc:creator>
				<category><![CDATA[research]]></category>
		<category><![CDATA[Cayley graph]]></category>
		<category><![CDATA[Lovasz]]></category>
		<category><![CDATA[probability]]></category>

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		<description><![CDATA[It is a celebrated result of John Dixon, (The probability of generating the symmetric group, (subscription) Math. Z. 110 (1969), 199–205.) that if one choose two random permutations in the symmetric group , uniformly (i.e. each with probability ), and independently, the probability that the two permutations generate the whole group tends to as . [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=matthewkahle.wordpress.com&amp;blog=8318200&amp;post=510&amp;subd=matthewkahle&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>It is a celebrated result of John Dixon, (<a href="http://www.springerlink.com/content/r4x1444382133111/">The probability of generating the symmetric group,</a> (subscription) Math. Z. 110 (1969), 199–205.) that if one choose two random permutations in the symmetric group <img src='http://s0.wp.com/latex.php?latex=S_n&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='S_n' title='S_n' class='latex' />, uniformly (i.e. each with probability <img src='http://s0.wp.com/latex.php?latex=1+%2F+n%21&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='1 / n!' title='1 / n!' class='latex' />), and independently, the probability that the two permutations generate the whole group tends to <img src='http://s0.wp.com/latex.php?latex=3%2F4&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='3/4' title='3/4' class='latex' /> as <img src='http://s0.wp.com/latex.php?latex=n+%5Cto+%5Cinfty&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='n &#92;to &#92;infty' title='n &#92;to &#92;infty' class='latex' />.  It is clear that this probability will never be greater than <img src='http://s0.wp.com/latex.php?latex=3%2F4&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='3/4' title='3/4' class='latex' />, since there is a <img src='http://s0.wp.com/latex.php?latex=1%2F4&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='1/4' title='1/4' class='latex' /> probability that the two permutations will both be even, in which case you could only generate, at most, the alternating group.  Interestingly enough, Dixon&#8217;s paper covers this possibility, and he actually shows that the probability that two permutations generate the alternating group tends to <img src='http://s0.wp.com/latex.php?latex=1%2F4&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='1/4' title='1/4' class='latex' /> as <img src='http://s0.wp.com/latex.php?latex=n+%5Cto+%5Cinfty&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='n &#92;to &#92;infty' title='n &#92;to &#92;infty' class='latex' />.</p>
<p>Equivalently, if two random elements <img src='http://s0.wp.com/latex.php?latex=x%2C+y&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='x, y' title='x, y' class='latex' /> of the alternating group <img src='http://s0.wp.com/latex.php?latex=A_n&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='A_n' title='A_n' class='latex' /> are chosen uniformly and randomly, the probability that they generate the group tends to <img src='http://s0.wp.com/latex.php?latex=1&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='1' title='1' class='latex' /> as <img src='http://s0.wp.com/latex.php?latex=n+%5Cto+%5Cinfty&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='n &#92;to &#92;infty' title='n &#92;to &#92;infty' class='latex' />.   This leads me to my question &#8212; what is the probability that the <img src='http://s0.wp.com/latex.php?latex=4&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='4' title='4' class='latex' />-regular Cayley graph with generators <img src='http://s0.wp.com/latex.php?latex=x%2C+y+%2C+x%5E%7B-1%7D%2C+y%5E%7B-1%7D&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='x, y , x^{-1}, y^{-1}' title='x, y , x^{-1}, y^{-1}' class='latex' /> is not Hamiltonian, as <img src='http://s0.wp.com/latex.php?latex=n+%5Cto+%5Cinfty&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='n &#92;to &#92;infty' title='n &#92;to &#92;infty' class='latex' />?</p>
<p>Showing that this probability is bounded away from <img src='http://s0.wp.com/latex.php?latex=0&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='0' title='0' class='latex' /> would provide a counterexample for a <a href="http://en.wikipedia.org/wiki/Lov%C3%A1sz_conjecture">notorious problem</a> about vertex-transitive graphs.  So we might expect that this is hard.  But is it even possible that it is true, or is there some obvious reason that such graphs will tend to be Hamiltonian?</p>
<p>Another approach in the same spirit would be computational rather than asymptotic.  Suppose we look at thousands of random Cayley graphs on the alternating groups <img src='http://s0.wp.com/latex.php?latex=A_5&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='A_5' title='A_5' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=A_6&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='A_6' title='A_6' class='latex' />, for example.  It is straightforward to check that they are connected.  Is it within reach for a cleverly designed algorithm on modern computers to conclusively rule out Hamiltonicity for a <img src='http://s0.wp.com/latex.php?latex=4&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='4' title='4' class='latex' />-regular graph on <img src='http://s0.wp.com/latex.php?latex=60&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='60' title='60' class='latex' /> or <img src='http://s0.wp.com/latex.php?latex=360&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='360' title='360' class='latex' /> vertices?  I would also be happy with a computer-aided proof that the conjecture is false.</p>
<p>Historical note:  It is called the Lovász conjecture, even though he just asked the question (and perhaps conjectured the other way).  I am under the impression that some prominent people in this field have felt that the answer should be no.  In particular Babai <a href="http://www.cs.uchicago.edu/research/publications/techreports/TR-94-10">does not believe it</a>.</p>
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		<title>Analyzing card shuffling machines</title>
		<link>http://matthewkahle.wordpress.com/2011/08/23/analyzing-card-shuffling-machines/</link>
		<comments>http://matthewkahle.wordpress.com/2011/08/23/analyzing-card-shuffling-machines/#comments</comments>
		<pubDate>Tue, 23 Aug 2011 19:52:11 +0000</pubDate>
		<dc:creator>matthewkahle</dc:creator>
				<category><![CDATA[uncategorized]]></category>
		<category><![CDATA[casinos]]></category>
		<category><![CDATA[Persi Diaconis]]></category>
		<category><![CDATA[probability]]></category>

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		<description><![CDATA[Diaconis, Fulman, and Holmes have uploaded a preprint titled, &#8220;Analysis of Casino Shelf Shuffling Machines.&#8221; The paper provides a brief overview of the venerable history of mixing time of card shuffling, all the way back to early results by Markov and Poincaré, and their main point is to analyze a model of shuffle that had [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=matthewkahle.wordpress.com&amp;blog=8318200&amp;post=492&amp;subd=matthewkahle&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Diaconis, Fulman, and Holmes have uploaded a preprint titled, &#8220;<a href="http://front.math.ucdavis.edu/1107.2961" title="Analysis of Casino Shelf Shuffling Machines">Analysis of Casino Shelf Shuffling Machines</a>.&#8221;  The paper provides a brief overview of the venerable history of <a href="http://en.wikipedia.org/wiki/Markov_chain_mixing_time">mixing time</a> of card shuffling, all the way back to early results by <a href="http://en.wikipedia.org/wiki/Andrey_Markov">Markov</a> and <a href="http://en.wikipedia.org/wiki/Henri_Poincar%C3%A9">Poincaré</a>, and their main point is to analyze a model of shuffle that had not been studied previously.  What I found most interesting, though, was their account of successfully convincing people in the business of making card shuffling machines that their machines weren&#8217;t adequately mixing up the cards.  They gave the manufacturers one mathematical argument, based on <a href="http://en.wikipedia.org/wiki/Total_variation_distance_of_probability_measures">total variation distance</a>, that they didn&#8217;t accept, and then another argument, based on a card guessing game, that they did.</p>
<p>I&#8217;ll describe the card guessing game. I flip through a deck of 52 cards, one card at a time, and before I flip a card you try to guess what it will be.  Let&#8217;s say you have a perfect memory for every card that&#8217;s already been flipped, so you obviously won&#8217;t guess those.  On the other hand, if the cards are in a truly random order to start out, you obviously don&#8217;t have any better strategy than to guess uniformly among the remaining cards.  An easy analysis gives that your best possible expected number of correct guesses is <img src='http://s0.wp.com/latex.php?latex=%7B1+%5Cover+52%7D+%2B+%7B1+%5Cover+51%7D+%2B+%5Cdots+%2B+%7B+1+%5Cover+1%7D+%5Capprox+4.5&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='{1 &#92;over 52} + {1 &#92;over 51} + &#92;dots + { 1 &#92;over 1} &#92;approx 4.5' title='{1 &#92;over 52} + {1 &#92;over 51} + &#92;dots + { 1 &#92;over 1} &#92;approx 4.5' class='latex' />.  On the other hand, the authors described a strategy (conjectured to be best possible) that allows one to guess an average of <img src='http://s0.wp.com/latex.php?latex=9.5&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='9.5' title='9.5' class='latex' /> cards correctly, on a totally ordered deck run through the shelf shuffling machine only once. This suggests strongly that the cards are not sufficiently random. </p>
<p>This analysis convinced the company to have the shelf shuffling machine make two passes through the deck, rather than one as they had initially hoped.  The president of the company told them that “We are not pleased with your conclusions, but we believe them and that’s what we hired you for.”</p>
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		<title>Mathematical Zen</title>
		<link>http://matthewkahle.wordpress.com/2011/05/12/mathematical-zen/</link>
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		<pubDate>Thu, 12 May 2011 13:40:20 +0000</pubDate>
		<dc:creator>matthewkahle</dc:creator>
				<category><![CDATA[uncategorized]]></category>

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		<description><![CDATA[In 1974 Frank Harary and Ronald C. Read published a paper with the incredible title, &#8220;Is the null-graph a pointless concept?&#8220; The abstract reads as follows. The graph with no points and no lines is discussed critically. Arguments for and against its official admittance as a graph are presented. This is accompanied by an extensive [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=matthewkahle.wordpress.com&amp;blog=8318200&amp;post=487&amp;subd=matthewkahle&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>In 1974 Frank Harary and Ronald C. Read published a paper with the incredible title, &#8220;<a href="http://www.springerlink.com/content/x720016268q5l24x/" title="http://www.springerlink.com/content/x720016268q5l24x/" target="_blank">Is the null-graph a pointless concept?</a>&#8220;</p>
<p>The abstract reads as follows.</p>
<blockquote><p>
The graph with no points and no lines is discussed critically. Arguments for and against its official admittance as a graph are presented. This is accompanied by an extensive survey of the literature. Paradoxical properties of the null-graph are noted. No conclusion is reached.</p></blockquote>
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		<title>Moore&#8217;s law for solar</title>
		<link>http://matthewkahle.wordpress.com/2011/03/16/moores-law-for-solar/</link>
		<comments>http://matthewkahle.wordpress.com/2011/03/16/moores-law-for-solar/#comments</comments>
		<pubDate>Thu, 17 Mar 2011 00:04:45 +0000</pubDate>
		<dc:creator>matthewkahle</dc:creator>
				<category><![CDATA[news]]></category>

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		<description><![CDATA[Ramez Naan has an interesting guest blog up at Scientific American. He argues that the price per solar watt has been dropping every 9 years for the past few decades. Whether this trend continues remains to be seen, but I found the article to be timely and hopeful in the midst of uncertainty about the [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=matthewkahle.wordpress.com&amp;blog=8318200&amp;post=484&amp;subd=matthewkahle&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Ramez Naan has an <a href="http://www.scientificamerican.com/blog/post.cfm?id=smaller-cheaper-faster-does-moores-2011-03-15">interesting guest blog</a> up at Scientific American.</p>
<p>He argues that the price per solar watt has been dropping every 9 years for the past few decades.  Whether this trend continues remains to be seen, but I found the article to be timely and hopeful in the midst of uncertainty about the future of nuclear power.</p>
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		<title>A ninth planet?</title>
		<link>http://matthewkahle.wordpress.com/2011/02/28/a-ninth-planet/</link>
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		<pubDate>Tue, 01 Mar 2011 04:13:40 +0000</pubDate>
		<dc:creator>matthewkahle</dc:creator>
				<category><![CDATA[news]]></category>
		<category><![CDATA[astronomy]]></category>
		<category><![CDATA[when I was your age Pluto was a planet]]></category>

		<guid isPermaLink="false">http://matthewkahle.wordpress.com/?p=473</guid>
		<description><![CDATA[John Matese and Daniel Whitmire, from the University of Louisiana at Lafayette, are claiming that data from NASA&#8217;s Wide-field Infrared Survey Explorer already suggests that there is a large planet in the outer solar system. This hypothetical planet, which they have nicknamed Tyche, orbits the sun at 15,000 AU&#8217;s and weighs in at four times [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=matthewkahle.wordpress.com&amp;blog=8318200&amp;post=473&amp;subd=matthewkahle&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>John Matese and Daniel Whitmire, from the University of Louisiana at Lafayette, are claiming that data from NASA&#8217;s <a href="http://www.nasa.gov/mission_pages/WISE/main/index.html">Wide-field Infrared Survey Explorer</a> already suggests that there is a large planet in the outer solar system.  This hypothetical planet, which they have nicknamed <a href="http://en.wikipedia.org/wiki/Tyche_%28planet%29">Tyche</a>, orbits the sun at 15,000 AU&#8217;s and weighs in at <em>four times</em> the mass of Jupiter.  (Apparently Matese suggested this theory as early as 1999 based on perceived statistical fluke in the orbit of comets.)</p>
<p>When I read this I wondered at first whether it was even conceivable, and in particular would 15000 AU&#8217;s even still be considered in our solar system?  <a href="http://en.wikipedia.org/wiki/Solar_System#Outer_Solar_System">I looked it up</a>, and it is thought that the sun&#8217;s gravitational field dominates that of other stars out to about two light-years, or 125,000 AU&#8217;s.  The Oort cloud, a hypothetical cloud of a trillion comets, which Freeman Dyson <a href="http://www.theatlantic.com/past/docs/issues/97nov/space.htm">has speculated</a> to be a possible long-term home for our distant descendants, is thought to be between 50,000 and 100,000 AU&#8217;s from the sun.</p>
<p>It seems that the Tyche hypothesis is not widely accepted in the astronomy community, and <a href="http://www.sciencedaily.com/releases/2011/02/110220204429.htm">NASA has demurred</a>, suggesting that we will know more in coming months or years.  I, for one, welcome our new giant planet overlord.</p>
<p><img src="http://upload.wikimedia.org/wikipedia/commons/thumb/b/b8/Tyche_Antioch_Vatican_Inv2672.jpg/220px-Tyche_Antioch_Vatican_Inv2672.jpg" alt="Tyche" title="The Tyche of Antioch, Roman copy of a bronze by Eutychides, from Wikimedia Commons." /></p>
<p>Thanks to <a href="http://heiser.net/">Dr. Heiser</a> for the link.</p>
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		<media:content url="http://upload.wikimedia.org/wikipedia/commons/thumb/b/b8/Tyche_Antioch_Vatican_Inv2672.jpg/220px-Tyche_Antioch_Vatican_Inv2672.jpg" medium="image">
			<media:title type="html">The Tyche of Antioch, Roman copy of a bronze by Eutychides, from Wikimedia Commons.</media:title>
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		<title>Packing tetrahedra</title>
		<link>http://matthewkahle.wordpress.com/2010/11/05/packing-tetrahedra/</link>
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		<pubDate>Fri, 05 Nov 2010 20:30:50 +0000</pubDate>
		<dc:creator>matthewkahle</dc:creator>
				<category><![CDATA[expository]]></category>
		<category><![CDATA[puzzles]]></category>
		<category><![CDATA[research]]></category>
		<category><![CDATA[discrete geometry]]></category>
		<category><![CDATA[John Conway]]></category>
		<category><![CDATA[packing problems]]></category>

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		<description><![CDATA[Last spring I saw a great colloquium talk on packing regular tetrahedra in space by Jeffrey Lagarias. He pointed out that in some sense the problem goes back to Aristotle, who apparently claimed that they tile space. Since Aristotle was thought to be infallible, this was repeated throughout the ages until someone (maybe Minkowski?) noticed [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=matthewkahle.wordpress.com&amp;blog=8318200&amp;post=452&amp;subd=matthewkahle&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Last spring I saw a great colloquium talk on packing regular tetrahedra in space by <a href="http://www.math.lsa.umich.edu/~lagarias/">Jeffrey Lagarias</a>.  He pointed out that in some sense the problem goes back to Aristotle, who apparently claimed that they tile space.  Since Aristotle was thought to be infallible, this was repeated throughout the ages until someone (maybe Minkowski?) noticed that they actually don&#8217;t.</p>
<p><a href="http://www.pnas.org/content/103/28/10612.short">John Conway and Sal Torquato</a> considered various quantitative questions about packing, tiling, and covering, and in particular asked about the densest packing of tetrahedra in space.  They optimized over a very special kind of periodic packing, and in the densest packing they found, the tetrahedra take up about 72% of space.</p>
<p>Compare this to the <a href="http://en.wikipedia.org/wiki/Kepler_conjecture">densest packing</a> of spheres in space, which take up about 74%.  If Conway and Torquato&#8217;s example was actually the densest packing of tetrahedra, it would be a counterexample to Ulam&#8217;s conjecture that the sphere is the worst case scenario for packing.</p>
<p>But a series of papers improving the bound followed, and as of early 2010 <a href="http://arxiv.org/abs/1001.0586">the record is held</a> by Chen, Engel, and Glotzer  with a packing fraction of 85.63%.</p>
<p>I want to advertise two attractive open problems related to this.</p>
<p>(1) Good upper bounds on tetrahedron packing.</p>
<p>At the time of the colloquium talk I saw several months ago, it seemed that despite a whole host of papers improving the lower bound on tetrahedron packing, there was no upper bound in the literature.  Since then Gravel, Elser, and Kallus posted <a href="http://arxiv.org/abs/1008.2830">a paper on the arXiv</a> which gives an upper bound.  This is very cool, but the upper bound on density they give is something like <img src='http://s0.wp.com/latex.php?latex=1-+2.6+%5Ctimes+10%5E%7B-25%7D&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='1- 2.6 &#92;times 10^{-25}' title='1- 2.6 &#92;times 10^{-25}' class='latex' />, so there is still a lot of room for improvement.</p>
<p>(2) Packing tetrahedra in a sphere.</p>
<p>As far as I know, even the following problem is open.  Let&#8217;s make our lives easier by discretizing the problem and we simply ask how many tetrahedra we can pack in a sphere.  Okay, let&#8217;s make it even easier:  the edge length of each of the tetrahedra is the same as the radius of the sphere.  Even easier:  every one of the tetrahedra has to have one corner at the center of the sphere.  Now how many tetrahedra can you pack in the sphere?</p>
<p>It is fairly clear that you can get 20 tetrahedra in the sphere, since the edge length of the <a href="http://en.wikipedia.org/wiki/Icosahedron">icosahedron</a> is just slightly longer than the radius of its circumscribed sphere.  By comparing the volume of the regular tetrahedron to the volume of the sphere, we get a trivial upper bound of 35 tetrahedra.  But by comparing <a href="http://en.wikipedia.org/wiki/Solid_angle">surface area</a> instead, we get an upper bound of 22 tetrahedra.</p>
<p>There is apparently a folklore conjecture that 20 tetrahedra is the right answer, so proving this comes down to ruling out 21 or 22.  To rule out 21 seems like a nonlinear optimization problem in some 63-dimensional space.</p>
<p>I&#8217;d guess that this is within the realm of computation if someone made some clever reductions. Oleg Musin settled the question of the <a href="http://en.wikipedia.org/wiki/Kissing_number_problem">kissing number</a> in 4-dimensional space in 2003.  To rule out kissing number of 25 is essentially optimizing some function over a 75-dimensional space.  This sounds a little bit daunting, but it is apparently much easier than Thomas Hales&#8217;s proof of the <a href="http://en.wikipedia.org/wiki/Kepler_conjecture">Kepler conjecture</a>.  (For a nice survey of this work, see <a href="http://www.ams.org/notices/200408/fea-pfender.pdf">this article</a> by Pfender and Ziegler.) </p>
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		<title>The fundamental group of random 2-complexes</title>
		<link>http://matthewkahle.wordpress.com/2010/09/20/the-fundamental-group-of-random-2-complexes/</link>
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		<pubDate>Mon, 20 Sep 2010 21:47:11 +0000</pubDate>
		<dc:creator>matthewkahle</dc:creator>
				<category><![CDATA[research]]></category>
		<category><![CDATA[combinatorics]]></category>
		<category><![CDATA[geometric group theory]]></category>
		<category><![CDATA[probability]]></category>
		<category><![CDATA[topology]]></category>

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		<description><![CDATA[Eric Babson, Chris Hoffman, and I recently posted major revisions of our preprint, &#8220;The fundamental group of random 2-complexes&#8221; to the arXiv. This article will appear in Journal of the American Mathematical Society. This note is intended to be a high level summary of the main result, with a few words about the techniques. The [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=matthewkahle.wordpress.com&amp;blog=8318200&amp;post=386&amp;subd=matthewkahle&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Eric Babson, Chris Hoffman, and I recently posted <a href="http://arxiv.org/abs/0711.2704">major revisions of our preprint</a>, &#8220;The fundamental group of random 2-complexes&#8221; to the arXiv.  This article will appear in Journal of the American Mathematical Society.  This note is intended to be a high level summary of the main result, with a few words about the techniques.</p>
<p>The Erdős–Rényi random graph <img src='http://s0.wp.com/latex.php?latex=G%28n%2Cp%29&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='G(n,p)' title='G(n,p)' class='latex' /> is the probability space on all graphs with vertex set <img src='http://s0.wp.com/latex.php?latex=%5Bn%5D+%3D+%5C%7B+1%2C+2%2C+%5Cdots%2C+n+%5C%7D&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='[n] = &#92;{ 1, 2, &#92;dots, n &#92;}' title='[n] = &#92;{ 1, 2, &#92;dots, n &#92;}' class='latex' />, with edges included with probability <img src='http://s0.wp.com/latex.php?latex=p&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='p' title='p' class='latex' />, independently.  Frequently <img src='http://s0.wp.com/latex.php?latex=p+%3D+p%28n%29&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='p = p(n)' title='p = p(n)' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=n+%5Cto+%5Cinfty&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='n &#92;to &#92;infty' title='n &#92;to &#92;infty' class='latex' />, and we say that <img src='http://s0.wp.com/latex.php?latex=G%28n%2Cp%29&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='G(n,p)' title='G(n,p)' class='latex' /> asymptotically almost surely (a.a.s) has property <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BP%7D&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='&#92;mathcal{P}' title='&#92;mathcal{P}' class='latex' /> if <img src='http://s0.wp.com/latex.php?latex=%5Cmbox%7BPr%7D+%5B+G%28n%2Cp%29+%5Cin+%5Cmathcal%7BP%7D+%5D+%5Cto+1&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='&#92;mbox{Pr} [ G(n,p) &#92;in &#92;mathcal{P} ] &#92;to 1' title='&#92;mbox{Pr} [ G(n,p) &#92;in &#92;mathcal{P} ] &#92;to 1' class='latex' /> as <img src='http://s0.wp.com/latex.php?latex=n+%5Cto+%5Cinfty&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='n &#92;to &#92;infty' title='n &#92;to &#92;infty' class='latex' />.</p>
<p>A seminal result of Erdős and Rényi is that <img src='http://s0.wp.com/latex.php?latex=p%28n%29+%3D+%5Clog%7Bn%7D+%2F+n&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='p(n) = &#92;log{n} / n' title='p(n) = &#92;log{n} / n' class='latex' /> is a sharp threshold for connectivity.  In particular if <img src='http://s0.wp.com/latex.php?latex=p+%3E+%281%2B+%5Cepsilon%29+%5Clog%7Bn%7D+%2F+n&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='p &gt; (1+ &#92;epsilon) &#92;log{n} / n' title='p &gt; (1+ &#92;epsilon) &#92;log{n} / n' class='latex' />, then <img src='http://s0.wp.com/latex.php?latex=G%28n%2Cp%29&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='G(n,p)' title='G(n,p)' class='latex' /> is a.a.s. connected, and if <img src='http://s0.wp.com/latex.php?latex=p+%3C+%281-+%5Cepsilon%29+%5Clog%7Bn%7D+%2F+n&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='p &lt; (1- &#92;epsilon) &#92;log{n} / n' title='p &lt; (1- &#92;epsilon) &#92;log{n} / n' class='latex' />, then <img src='http://s0.wp.com/latex.php?latex=G%28n%2Cp%29&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='G(n,p)' title='G(n,p)' class='latex' /> is a.a.s. disconnected.</p>
<p><a href="http://www.cs.huji.ac.il/~nati/PAPERS/hom_connect.pdf">Nathan Linial and Roy Meshulam introduced a two-dimensional analogue</a> of <img src='http://s0.wp.com/latex.php?latex=G%28n%2Cp%29&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='G(n,p)' title='G(n,p)' class='latex' />, and proved an analogue of the Erdős-Rényi theorem. Their two-dimensional analogue is as follows:  let <img src='http://s0.wp.com/latex.php?latex=Y%28n%2Cp%29&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='Y(n,p)' title='Y(n,p)' class='latex' /> denote the probability space of all 2-dimensional (abstract) <a href="http://en.wikipedia.org/wiki/Simplicial_complex">simplicial complexes</a> with vertex set <img src='http://s0.wp.com/latex.php?latex=%5Bn%5D&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='[n]' title='[n]' class='latex' /> and edge set <img src='http://s0.wp.com/latex.php?latex=%7B%5Bn%5D+%5Cchoose+2%7D&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='{[n] &#92;choose 2}' title='{[n] &#92;choose 2}' class='latex' /> (i.e. a complete graph for the 1-skeleton), with each of the <img src='http://s0.wp.com/latex.php?latex=%7B+n+%5Cchoose+3%7D&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='{ n &#92;choose 3}' title='{ n &#92;choose 3}' class='latex' /> triangles included independently with probability <img src='http://s0.wp.com/latex.php?latex=p&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='p' title='p' class='latex' />.</p>
<p>Linial and Meshulam showed that <img src='http://s0.wp.com/latex.php?latex=p%28n%29+%3D+2+%5Clog%7Bn%7D+%2F+n&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='p(n) = 2 &#92;log{n} / n' title='p(n) = 2 &#92;log{n} / n' class='latex' /> is a sharp threshold for vanishing of first homology <img src='http://s0.wp.com/latex.php?latex=H_1%28Y%28n%2Cp%29%29&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='H_1(Y(n,p))' title='H_1(Y(n,p))' class='latex' />.  (Here the coefficients are over <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BZ%7D+%2F+2&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='&#92;mathbb{Z} / 2' title='&#92;mathbb{Z} / 2' class='latex' />.  This was generalized to <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BZ%7D+%2Fp&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='&#92;mathbb{Z} /p' title='&#92;mathbb{Z} /p' class='latex' /> for all <img src='http://s0.wp.com/latex.php?latex=p&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='p' title='p' class='latex' /> <a href="http://arxiv.org/abs/math/0609773">by Meshulam and Wallach</a>.)  In other words, once <img src='http://s0.wp.com/latex.php?latex=p&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='p' title='p' class='latex' /> is much larger than <img src='http://s0.wp.com/latex.php?latex=2+%5Clog%7Bn%7D+%2F+n&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='2 &#92;log{n} / n' title='2 &#92;log{n} / n' class='latex' />, every (one-dimensional) cycle is the boundary of some two-dimensional subcomplex.</p>
<p>Babson, Hoffman, and I showed that the threshold for vanishing of <img src='http://s0.wp.com/latex.php?latex=%5Cpi_1+%28Y%28n%2Cp%29%29&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='&#92;pi_1 (Y(n,p))' title='&#92;pi_1 (Y(n,p))' class='latex' /> is much larger: up to some log terms, the threshold is <img src='http://s0.wp.com/latex.php?latex=p+%3D+n%5E%7B-1%2F2%7D&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='p = n^{-1/2}' title='p = n^{-1/2}' class='latex' />.  In other words, you must add a lot more random two-dimensional faces before every cycle is the boundary of not any just any subcomplex, but the boundary of the continuous image of a topological disk.  A precise statement is as follows.</p>
<p><strong> Main result </strong> Let <img src='http://s0.wp.com/latex.php?latex=%5Cepsilon+%3E0&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='&#92;epsilon &gt;0' title='&#92;epsilon &gt;0' class='latex' /> be arbitrary but constant.  If <img src='http://s0.wp.com/latex.php?latex=p+%5Cle+n%5E%7B-1%2F2+-+%5Cepsilon%7D&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='p &#92;le n^{-1/2 - &#92;epsilon}' title='p &#92;le n^{-1/2 - &#92;epsilon}' class='latex' /> then <img src='http://s0.wp.com/latex.php?latex=%5Cpi_1+%28Y%28n%2Cp%29%29+%5Cneq+0&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='&#92;pi_1 (Y(n,p)) &#92;neq 0' title='&#92;pi_1 (Y(n,p)) &#92;neq 0' class='latex' />, and if <img src='http://s0.wp.com/latex.php?latex=p+%5Cge+n%5E%7B-1%2F2+%2B+%5Cepsilon%7D&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='p &#92;ge n^{-1/2 + &#92;epsilon}' title='p &#92;ge n^{-1/2 + &#92;epsilon}' class='latex' /> then <img src='http://s0.wp.com/latex.php?latex=%5Cpi_1+%28Y%28n%2Cp%29%29+%3D+0&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='&#92;pi_1 (Y(n,p)) = 0' title='&#92;pi_1 (Y(n,p)) = 0' class='latex' />, asymptotically almost surely.</p>
<p>It is relatively straightforward to show that when <img src='http://s0.wp.com/latex.php?latex=p&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='p' title='p' class='latex' /> is much larger than <img src='http://s0.wp.com/latex.php?latex=n%5E%7B-1%2F2%7D&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='n^{-1/2}' title='n^{-1/2}' class='latex' />, a.a.s. <img src='http://s0.wp.com/latex.php?latex=%5Cpi_1+%3D0&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='&#92;pi_1 =0' title='&#92;pi_1 =0' class='latex' />.  Almost all of the work in the paper is showing that when <img src='http://s0.wp.com/latex.php?latex=p&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='p' title='p' class='latex' /> is much smaller than <img src='http://s0.wp.com/latex.php?latex=n%5E%7B-1%2F2%7D&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='n^{-1/2}' title='n^{-1/2}' class='latex' /> a.a.s. <img src='http://s0.wp.com/latex.php?latex=%5Cpi_1+%5Cneq+0&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='&#92;pi_1 &#92;neq 0' title='&#92;pi_1 &#92;neq 0' class='latex' />.  Our methods depend heavily on geometric group theory, and on the way to showing that <img src='http://s0.wp.com/latex.php?latex=%5Cpi_1&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='&#92;pi_1' title='&#92;pi_1' class='latex' /> is non-vanishing, we must show first that it is <a href="http://en.wikipedia.org/wiki/Hyperbolic_group">hyperbolic in the sense of Gromov</a>.</p>
<p>Proving this involves some intermediate results which do not involve randomness at all, and which may be of independent interest in topological combinatorics.  In particular, we must characterize the topology of sufficiently sparse two-dimensional simplicial complexes.  The precise statement is as follows:</p>
<p><strong>Theorem.</strong> If <img src='http://s0.wp.com/latex.php?latex=%5CDelta&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='&#92;Delta' title='&#92;Delta' class='latex' /> is a finite simplicial complex such that <img src='http://s0.wp.com/latex.php?latex=f_2+%28%5Csigma%29+%2F+f_0%28%5Csigma%29+%5Cle+1%2F2&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='f_2 (&#92;sigma) / f_0(&#92;sigma) &#92;le 1/2' title='f_2 (&#92;sigma) / f_0(&#92;sigma) &#92;le 1/2' class='latex' /> for every subcomplex <img src='http://s0.wp.com/latex.php?latex=%5Csigma&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='&#92;sigma' title='&#92;sigma' class='latex' />, then <img src='http://s0.wp.com/latex.php?latex=%5CDelta&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='&#92;Delta' title='&#92;Delta' class='latex' /> is homotopy equivalent to a wedge of circle, spheres, and projective planes.</p>
<p>(Here <img src='http://s0.wp.com/latex.php?latex=f_i&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='f_i' title='f_i' class='latex' /> denotes the number of <img src='http://s0.wp.com/latex.php?latex=i&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='i' title='i' class='latex' />-dimensional faces.)</p>
<p><strong>Corollary.</strong> With hypothesis as above, the fundamental group <img src='http://s0.wp.com/latex.php?latex=%5Cpi_1%28+%5CDelta%29&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='&#92;pi_1( &#92;Delta)' title='&#92;pi_1( &#92;Delta)' class='latex' /> is isomorphic to a free product <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BZ%7D+%2A+%5Cmathbb%7BZ%7D+%2A+%5Cdots+%2A+%5Cmathbb%7BZ%7D+%2F+2+%2A+%5Cmathbb%7BZ%7D%2F2&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='&#92;mathbb{Z} * &#92;mathbb{Z} * &#92;dots * &#92;mathbb{Z} / 2 * &#92;mathbb{Z}/2' title='&#92;mathbb{Z} * &#92;mathbb{Z} * &#92;dots * &#92;mathbb{Z} / 2 * &#92;mathbb{Z}/2' class='latex' />, for some number of <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BZ%7D&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='&#92;mathbb{Z}' title='&#92;mathbb{Z}' class='latex' />&#8216;s and <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BZ%7D+%2F2&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='&#92;mathbb{Z} /2' title='&#92;mathbb{Z} /2' class='latex' />&#8216;s.</p>
<p>It is relatively easy to check that if <img src='http://s0.wp.com/latex.php?latex=p+%3D+O%28n%5E%7B-1%2F2+-+%5Cepsilon%7D%29&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='p = O(n^{-1/2 - &#92;epsilon})' title='p = O(n^{-1/2 - &#92;epsilon})' class='latex' /> then with high probability subcomplexes of <img src='http://s0.wp.com/latex.php?latex=Y%28n%2Cp%29&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='Y(n,p)' title='Y(n,p)' class='latex' /> on a bounded number of vertices satisfy the hypothesis of this theorem.  (Of course <img src='http://s0.wp.com/latex.php?latex=Y%28n%2Cp%29&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='Y(n,p)' title='Y(n,p)' class='latex' /> itself does not, since it has <img src='http://s0.wp.com/latex.php?latex=f_0+%3D+n&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='f_0 = n' title='f_0 = n' class='latex' />  and roughly <img src='http://s0.wp.com/latex.php?latex=f_2+%5Capprox+n%5E%7B5%2F2%7D&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='f_2 &#92;approx n^{5/2}' title='f_2 &#92;approx n^{5/2}' class='latex' /> as <img src='http://s0.wp.com/latex.php?latex=p&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='p' title='p' class='latex' /> approaches <img src='http://s0.wp.com/latex.php?latex=n%5E%7B-1%2F2%7D&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='n^{-1/2}' title='n^{-1/2}' class='latex' />.)</p>
<p>But the corollary gives us that the fundamental group of small subcomplexes is hyperbolic, and then Gromov&#8217;s local-to-global principle allows us to patch these together to get that <img src='http://s0.wp.com/latex.php?latex=%5Cpi_1+%28+Y%28n%2Cp%29+%29+&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='&#92;pi_1 ( Y(n,p) ) ' title='&#92;pi_1 ( Y(n,p) ) ' class='latex' /> is hyperbolic as well.<br />
This gives a linear isoperimetric inequality on <img src='http://s0.wp.com/latex.php?latex=pi_1&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='pi_1' title='pi_1' class='latex' /> which we can &#8220;lift&#8221; to a linear isoperimetric inequality on <img src='http://s0.wp.com/latex.php?latex=Y%28n%2Cp%29&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='Y(n,p)' title='Y(n,p)' class='latex' />.</p>
<p>But if <img src='http://s0.wp.com/latex.php?latex=Y%28n%2Cp%29&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='Y(n,p)' title='Y(n,p)' class='latex' /> is simply connected and satisfies a linear isoperimetric inequality, then that would imply that every <img src='http://s0.wp.com/latex.php?latex=3&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='3' title='3' class='latex' />-cycle is contractible using a bounded number of triangles, but this is easy to rule out with a first-moment argument.</p>
<p>There are a number of technical details that I am omitting here, but hopefully this at least gives the flavor of the argument.</p>
<p>An attractive open problem in this area is to identify the threshold <img src='http://s0.wp.com/latex.php?latex=t%28n%29&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='t(n)' title='t(n)' class='latex' /> for vanishing of <img src='http://s0.wp.com/latex.php?latex=H_1%28+Y%28n%2Cp%29%2C+%5Cmathbb%7BZ%7D%29&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='H_1( Y(n,p), &#92;mathbb{Z})' title='H_1( Y(n,p), &#92;mathbb{Z})' class='latex' />.  It is tempting to think that <img src='http://s0.wp.com/latex.php?latex=t%28n%29+%5Capprox+2+%5Clog%7Bn%7D+%2F+n&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='t(n) &#92;approx 2 &#92;log{n} / n' title='t(n) &#92;approx 2 &#92;log{n} / n' class='latex' />, since this is the threshold for vanishing of <img src='http://s0.wp.com/latex.php?latex=H_1%28Y%28n%2Cp%29%2C+%5Cmathbb%7BZ%7D+%2F+m%29&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='H_1(Y(n,p), &#92;mathbb{Z} / m)' title='H_1(Y(n,p), &#92;mathbb{Z} / m)' class='latex' /> for every integer <img src='http://s0.wp.com/latex.php?latex=m&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='m' title='m' class='latex' />.  This argument would work for any fixed simplicial complex but the argument doesn&#8217;t apply in the limit; Meshulam and Wallach&#8217;s result holds for <em>fixed</em> <img src='http://s0.wp.com/latex.php?latex=m&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='m' title='m' class='latex' /> as <img src='http://s0.wp.com/latex.php?latex=n+%5Cto+%5Cinfty&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='n &#92;to &#92;infty' title='n &#92;to &#92;infty' class='latex' />, so in particular it does not rule out torsion in integer homology that grows with <img src='http://s0.wp.com/latex.php?latex=n&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='n' title='n' class='latex' />. </p>
<p>As far as we know at the moment, no one has written down any improvements to the trivial bounds on <img src='http://s0.wp.com/latex.php?latex=t%28n%29&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='t(n)' title='t(n)' class='latex' />, that <img src='http://s0.wp.com/latex.php?latex=2+%5Clog%7Bn%7D+%2F+n+%5Cle+t%28n%29+%5Cle+n%5E%7B-1%2F2%7D&amp;bg=e6e6e6&amp;fg=333333&amp;s=0' alt='2 &#92;log{n} / n &#92;le t(n) &#92;le n^{-1/2}' title='2 &#92;log{n} / n &#92;le t(n) &#92;le n^{-1/2}' class='latex' />.  Any progress on this problem will require new tools to handle torsion in random homology, and will no doubt be of interest in both geometric group theory and stochastic topology.</p>
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