The facial structure of the convex hull of a family of characteristic functions - MathOverflow most recent 30 from http://mathoverflow.net 2013-05-21T07:22:31Z http://mathoverflow.net/feeds/question/93462 http://www.creativecommons.org/licenses/by-nc/2.5/rdf http://mathoverflow.net/questions/93462/the-facial-structure-of-the-convex-hull-of-a-family-of-characteristic-functions The facial structure of the convex hull of a family of characteristic functions Pietro Majer 2012-04-07T20:58:07Z 2012-04-13T08:24:45Z <p>Let $S$ be a finite set and let $\mathcal{A} \subset\mathcal{P}(S)$ be a family of subsets of $S$. Consider the convex polytope spanned by the characteristic functions of members of $\mathcal{A}$ : $$C=C_ \mathcal{A}:=\operatorname{co}\{ \mathbf {1}_A \ : \ A\in\mathcal{A} \}\ .$$ It's easy to see that every $\mathbf {1} _ A$, for $A\in\mathcal{A}$, is extremal in $C_ \mathcal{A}$ (indeed, if we have a convex combination $\mathbf {1} _ A= \sum_{B\in\mathcal{A}}\lambda _ B\ \mathbf {1} _ B$, then $B\subset A$ for any $B$ corresponding to a coefficient $\lambda _ B > 0$, so $\sum_{B\in\mathcal{A}}\lambda _ B\left(|A|-|B| \right )=0$, whence $\lambda _ A =1$ is the only non-zero coefficient of the convex combination).<br> Therefore, the vertex set of $C_ \mathcal{A}$ is exactly $\{ \mathbf {1}_A \ : \ A\in\mathcal{A} \}$, that we may identify abstractly with $\mathcal{A}$ itself.</p> <blockquote> <p><strong>Question 1.</strong> How to describe the complete abstract facial structure of $C$ in terms of the combinatorics of $\mathcal{A}$?</p> </blockquote> <p>I suspect that for a general family $\mathcal{A}$ this task may prove to be quite hard. If so, I'd like to see known examples of polytopes obtained this way, especially when $\mathcal{A}$ enjoies special regularity properties, such that the skeleton of $C_ \mathcal{A}$ admits simple description. For instance: </p> <blockquote> <p>Let $S$ be the $r$-th Cartesian power of the set $[n]:=\{1,2,\dots,n \}$ , $S={n}^r$, and let $$\mathcal{A}:=\{B^{\ r} \ : \ B\subset R \}\ .$$ <strong>Question 2.</strong> Which polytope is the corresponding $C_ n^r:=C _ \mathcal{A}$? </p> </blockquote> <p>The present problem, especially in the latter example, has been suggested to me by a recent interesting <a href="http://mathoverflow.net/questions/92511/how-can-one-prescribe-the-pairwise-intersection-measuress-of-n-sets/92590#92590" rel="nofollow">question</a>, which is related to the case $r=2$ (the analogous problem of the one described there, where one consider all intersections of $r$ sets extracted from a given family of $n$, yields to the above polytope $C _ n ^ r\subset \mathbb{R}^{n^r}$). </p> <p><strong>Up-date, April 13, 2012.</strong> Thanks to the very interesting references given so far, I see that my naive suspicions about the difficulty of question <strong>1</strong> were after all right . So, I would like to focus the attention on question <strong>2</strong>: what can be said about $C_n^r$, at least for $r=2$? Can we at least count the number $f_k$ of $k$-dimensional faces of $C_n^2$: which polynomial sequence do they define, $P_n(x):=\sum_{k\ge 0} f_k x^k$ ?</p> http://mathoverflow.net/questions/93462/the-facial-structure-of-the-convex-hull-of-a-family-of-characteristic-functions/93928#93928 Answer by Ben Braun for The facial structure of the convex hull of a family of characteristic functions Ben Braun 2012-04-13T03:48:04Z 2012-04-13T03:48:04Z <p>In addition to the notes by Ziegler referenced in the comment above, there are a few general classes of 0/1 polytopes where one can say something about the facial structure. </p> <p>One example is that of the independent set polytope, $P_{I(M)}$ for a matroid $M$, where one uses the independent sets of the matroid to define the characteristic vectors. In this case, there is a well-known description of the hyperplane description of $P_{I(M)}$ using the rank function for the matroid. Also, one can describe the facets of the polytope using the combinatorial structure of the matroid. See for example Jon Lee's book titled <em>A First Course in Combinatorial Optimization</em>, section 1.7.</p> <p>Another example of polytopes of this type are permutation polytopes, where one considers the convex hull of a collection of permutation matrices arising as the representation of some finite group. The paper <em>On Permutation Polytopes</em>, by Baumeister, Haase, Nill, and Paffenholz, <a href="http://arxiv.org/abs/0709.1615" rel="nofollow">http://arxiv.org/abs/0709.1615</a>, contains a nice introduction to this topic and investigations of the type you suggest.</p>