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	<updated>2026-06-02T07:41:04Z</updated>
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	<entry>
		<id>https://michaelnielsen.org/polymath/index.php?title=Complexity_of_a_set&amp;diff=9143</id>
		<title>Complexity of a set</title>
		<link rel="alternate" type="text/html" href="https://michaelnielsen.org/polymath/index.php?title=Complexity_of_a_set&amp;diff=9143"/>
		<updated>2013-10-30T20:06:14Z</updated>

		<summary type="html">&lt;p&gt;Sveretenov: /* Sets of complexity j in [k]^n */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Sets of complexity 1 in &amp;lt;math&amp;gt;[3]^n&amp;lt;/math&amp;gt;==&lt;br /&gt;
&lt;br /&gt;
===Definition===&lt;br /&gt;
&lt;br /&gt;
Let &amp;lt;math&amp;gt;\mathcal{U}, \mathcal{V}&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;\mathcal{W}&amp;lt;/math&amp;gt; be collections of subsets of &amp;lt;math&amp;gt;[n].&amp;lt;/math&amp;gt; Then we can define a subset &amp;lt;math&amp;gt;\mathcal{A}&amp;lt;/math&amp;gt; of &amp;lt;math&amp;gt;[3]^n&amp;lt;/math&amp;gt; by taking the set of all sequences x such that the 1-set of x (meaning the set of coordinates i where &amp;lt;math&amp;gt;x_i=1&amp;lt;/math&amp;gt;) belongs to &amp;lt;math&amp;gt;\mathcal{U},&amp;lt;/math&amp;gt; the 2-set of x belongs to &amp;lt;math&amp;gt;\mathcal{V}&amp;lt;/math&amp;gt; and the 3-set of x belongs to &amp;lt;math&amp;gt;\mathcal{W}.&amp;lt;/math&amp;gt; If &amp;lt;math&amp;gt;\mathcal{A}&amp;lt;/math&amp;gt; can be defined in this way, then we say that it has &#039;&#039;complexity 1&#039;&#039;. DHJ(1,3) is the special case of DHJ(3) that asserts that a dense set of complexity 1 contains a [[combinatorial line]].&lt;br /&gt;
&lt;br /&gt;
===Motivation===&lt;br /&gt;
&lt;br /&gt;
Sets of complexity 1 are closely analogous to sets that arise in the theory of [http://en.wikipedia.org/wiki/Hypergraph  3-uniform hypergraphs]. One way of constructing a 3-uniform hypergraph H is to start with a graph G and let H be the set of all triangles in G (or more formally the set of all triples xyz such that xy, yz and xz are edges of G). These sets form a complete set of [[obstructions to uniformity]] for 3-uniform hypergraphs, so there is reason to expect that sets of complexity 1 will be of importance for DHJ(3).&lt;br /&gt;
&lt;br /&gt;
===Special sets of complexity 1===&lt;br /&gt;
&lt;br /&gt;
A more restricted notion of a set of complexity 1 is obtained if one assumes that &amp;lt;math&amp;gt;\mathcal{W}&amp;lt;/math&amp;gt; consists of all subsets of &amp;lt;math&amp;gt;[n].&amp;lt;/math&amp;gt; We say that &amp;lt;math&amp;gt;\mathcal{A}&amp;lt;/math&amp;gt; is a &#039;&#039;special set of complexity 1&#039;&#039; if there exist &amp;lt;math&amp;gt;\mathcal{U}&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;\mathcal{V}&amp;lt;/math&amp;gt; such that &amp;lt;math&amp;gt;\mathcal{A}&amp;lt;/math&amp;gt; is the set of all &amp;lt;math&amp;gt;x\in[3]^n&amp;lt;/math&amp;gt; such that the 1-set of x belongs to &amp;lt;math&amp;gt;\mathcal{U}&amp;lt;/math&amp;gt; and the 2-set of x belongs to &amp;lt;math&amp;gt;\mathcal{V}.&amp;lt;/math&amp;gt; Special sets of complexity 1 appear as local obstructions to uniformity in DHJ(3). (See [[Line-free sets correlate locally with complexity-1 sets|this article]] for details.)&lt;br /&gt;
&lt;br /&gt;
==Sets of complexity j in &amp;lt;math&amp;gt;[k]^n&amp;lt;/math&amp;gt;==&lt;br /&gt;
&lt;br /&gt;
We can make a similar definition for sequences in &amp;lt;math&amp;gt;[k]^n&amp;lt;/math&amp;gt;, or equivalently ordered partitions &amp;lt;math&amp;gt;(U_1,\dots,U_k)&amp;lt;/math&amp;gt; of &amp;lt;math&amp;gt;[n].&amp;lt;/math&amp;gt; &lt;br /&gt;
Suppose that for every set &amp;lt;math&amp;gt;E&amp;lt;/math&amp;gt; of size j there we have a collection &amp;lt;math&amp;gt;\mathcal{U}_E&amp;lt;/math&amp;gt; of j-tuples &amp;lt;math&amp;gt;(U_i:i\in E)&amp;lt;/math&amp;gt; of disjoint subsets of &amp;lt;math&amp;gt;[n]&amp;lt;/math&amp;gt; indexed by &amp;lt;math&amp;gt;E.&amp;lt;/math&amp;gt; Then we can define a set system &amp;lt;math&amp;gt;\mathcal{A}&amp;lt;/math&amp;gt; to consist of all ordered partitions &amp;lt;math&amp;gt;(U_1,\dots,U_k)&amp;lt;/math&amp;gt; such that for every &amp;lt;math&amp;gt;E\subset\{1,2,\dots,k\}&amp;lt;/math&amp;gt; of size j the j-tuple of disjoint sets &amp;lt;math&amp;gt;(U_i:i\in E)&amp;lt;/math&amp;gt; belongs to &amp;lt;math&amp;gt;\mathcal{U}_E.&amp;lt;/math&amp;gt; If &amp;lt;math&amp;gt;\mathcal{A}&amp;lt;/math&amp;gt; can be defined in that way then we say that it has &#039;&#039;complexity j&#039;&#039;.&lt;br /&gt;
&lt;br /&gt;
DHJ(j,k) is the assertion that every subset of &amp;lt;math&amp;gt;[k]^n&amp;lt;/math&amp;gt; of complexity j contains a combinatorial line. It is not hard to see that every subset of &amp;lt;math&amp;gt;[k]^n&amp;lt;/math&amp;gt; has complexity at most &amp;lt;math&amp;gt;k-1,&amp;lt;/math&amp;gt; so DHJ(k-1,k) is the same as DHJ(k).&lt;/div&gt;</summary>
		<author><name>Sveretenov</name></author>
	</entry>
	<entry>
		<id>https://michaelnielsen.org/polymath/index.php?title=Complexity_of_a_set&amp;diff=6982</id>
		<title>Complexity of a set</title>
		<link rel="alternate" type="text/html" href="https://michaelnielsen.org/polymath/index.php?title=Complexity_of_a_set&amp;diff=6982"/>
		<updated>2012-12-23T19:42:20Z</updated>

		<summary type="html">&lt;p&gt;Sveretenov: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Sets of complexity 1 in &amp;lt;math&amp;gt;[3]^n&amp;lt;/math&amp;gt;==&lt;br /&gt;
&lt;br /&gt;
===Definition===&lt;br /&gt;
&lt;br /&gt;
Let &amp;lt;math&amp;gt;\mathcal{U}, \mathcal{V}&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;\mathcal{W}&amp;lt;/math&amp;gt; be collections of subsets of &amp;lt;math&amp;gt;[n].&amp;lt;/math&amp;gt; Then we can define a subset &amp;lt;math&amp;gt;\mathcal{A}&amp;lt;/math&amp;gt; of &amp;lt;math&amp;gt;[3]^n&amp;lt;/math&amp;gt; by taking the set of all sequences x such that the 1-set of x (meaning the set of coordinates i where &amp;lt;math&amp;gt;x_i=1&amp;lt;/math&amp;gt;) belongs to &amp;lt;math&amp;gt;\mathcal{U},&amp;lt;/math&amp;gt; the 2-set of x belongs to &amp;lt;math&amp;gt;\mathcal{V}&amp;lt;/math&amp;gt; and the 3-set of x belongs to &amp;lt;math&amp;gt;\mathcal{W}.&amp;lt;/math&amp;gt; If &amp;lt;math&amp;gt;\mathcal{A}&amp;lt;/math&amp;gt; can be defined in this way, then we say that it has &#039;&#039;complexity 1&#039;&#039;. DHJ(1,3) is the special case of DHJ(3) that asserts that a dense set of complexity 1 contains a [[combinatorial line]].&lt;br /&gt;
&lt;br /&gt;
===Motivation===&lt;br /&gt;
&lt;br /&gt;
Sets of complexity 1 are closely analogous to sets that arise in the theory of [http://en.wikipedia.org/wiki/Hypergraph  3-uniform hypergraphs]. One way of constructing a 3-uniform hypergraph H is to start with a graph G and let H be the set of all triangles in G (or more formally the set of all triples xyz such that xy, yz and xz are edges of G). These sets form a complete set of [[obstructions to uniformity]] for 3-uniform hypergraphs, so there is reason to expect that sets of complexity 1 will be of importance for DHJ(3).&lt;br /&gt;
&lt;br /&gt;
===Special sets of complexity 1===&lt;br /&gt;
&lt;br /&gt;
A more restricted notion of a set of complexity 1 is obtained if one assumes that &amp;lt;math&amp;gt;\mathcal{W}&amp;lt;/math&amp;gt; consists of all subsets of &amp;lt;math&amp;gt;[n].&amp;lt;/math&amp;gt; We say that &amp;lt;math&amp;gt;\mathcal{A}&amp;lt;/math&amp;gt; is a &#039;&#039;special set of complexity 1&#039;&#039; if there exist &amp;lt;math&amp;gt;\mathcal{U}&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;\mathcal{V}&amp;lt;/math&amp;gt; such that &amp;lt;math&amp;gt;\mathcal{A}&amp;lt;/math&amp;gt; is the set of all &amp;lt;math&amp;gt;x\in[3]^n&amp;lt;/math&amp;gt; such that the 1-set of x belongs to &amp;lt;math&amp;gt;\mathcal{U}&amp;lt;/math&amp;gt; and the 2-set of x belongs to &amp;lt;math&amp;gt;\mathcal{V}.&amp;lt;/math&amp;gt; Special sets of complexity 1 appear as local obstructions to uniformity in DHJ(3). (See [[Line-free sets correlate locally with complexity-1 sets|this article]] for details.)&lt;br /&gt;
&lt;br /&gt;
==Sets of complexity j in &amp;lt;math&amp;gt;[k]^n&amp;lt;/math&amp;gt;==&lt;br /&gt;
&lt;br /&gt;
We can make a similar definition for sequences in &amp;lt;math&amp;gt;[k]^n&amp;lt;/math&amp;gt;, or equivalently ordered partitions &amp;lt;math&amp;gt;(U_1,\dots,U_k)&amp;lt;/math&amp;gt; of &amp;lt;math&amp;gt;[n].&amp;lt;/math&amp;gt; &lt;br /&gt;
Suppose that for every set &amp;lt;math&amp;gt;E&amp;lt;/math&amp;gt; of size j there we have a collection &amp;lt;math&amp;gt;\mathcal{U}_E&amp;lt;/math&amp;gt; of j-tuples &amp;lt;math&amp;gt;(U_i:i\in E)&amp;lt;/math&amp;gt; of disjoint subsets of &amp;lt;math&amp;gt;[n]&amp;lt;/math&amp;gt; indexed by &amp;lt;math&amp;gt;E.&amp;lt;/math&amp;gt; Then we can define a set system &amp;lt;math&amp;gt;\mathcal{A}&amp;lt;/math&amp;gt; to consist of all ordered partitions &amp;lt;math&amp;gt;(U_1,\dots,U_k)&amp;lt;/math&amp;gt; such that for every &amp;lt;math&amp;gt;E\subset\{1,2,\dots,k\}&amp;lt;/math&amp;gt; of size j the j-tuple of disjoint sets &amp;lt;math&amp;gt;(U_i:i\in E)&amp;lt;/math&amp;gt; belongs to &amp;lt;math&amp;gt;\mathcal{U}_E.&amp;lt;/math&amp;gt; If &amp;lt;math&amp;gt;\mathcal{A}&amp;lt;/math&amp;gt; can be defined in that way then we say that it has &#039;&#039;complexity j&#039;&#039;.&lt;br /&gt;
&lt;br /&gt;
DHJ(j,k) is the assertion that every subset of &amp;lt;math&amp;gt;[k]^n&amp;lt;/math&amp;gt; of complexity j contains a combinatorial line. It is not hard to see that every subset of &amp;lt;math&amp;gt;[k]^n&amp;lt;/math&amp;gt; has complexity at most &amp;lt;math&amp;gt;k-1,&amp;lt;/math&amp;gt; so DHJ(k-1,k) is the same as DHJ(k).&lt;br /&gt;
&lt;br /&gt;
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&lt;br /&gt;
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		<author><name>Sveretenov</name></author>
	</entry>
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