(Joint Topology & Discrete Math Seminar)
Dept. of Mathematics, University of Texas at Austin, Austin, Texas
(Joint Topology & Discrete Math Seminar)
We consider the problem Max-r-SAT, an extensively studied variant of the classic satisfiability problem. Given an instance of CNF (Conjunctive normal form) in which each clause consists of exactly r literals, we seek to find a satisfying truth assignment that maximizes the number of satisfied clauses. Even when r=2, the problem is intractable unless P=NP. Hence the next quest is how close we can get to optimality with moderate usage of computation time/space.
We present an algorithm that decides, for every fixed r≥2 in time O(m) + 2O(k2) whether a given set of m clauses of size r admits a truth assignment that satisfies at least ((2r-1)m+k)/2r clauses. Our algorithm is based on a polynomial-time preprocessing procedure that reduces a problem instance to an equivalent algebraically represented problem with O(k2) variables. Moreover, by combining another probabilistic argument with tools from graph matching theory and signed graphs, we show that an instance of Max-2-Sat either is a YES-instance or can be transformed into an equivalent instance of size at most 3k.
This is a joint work with Noga Alon, Gregory Gutin, Stefan Szeider, and Anders Yeo.
I am going to give a survey on several basic problems of combinatorial nature concerning random Bernoulli matrices, including:
(1) The singularity problem: What is the probability that a random Bernoulli matrix is singular?
(2) The determinant problem: What is the typical value of the determinant?
(3) The permanent problem: What is the typical value of the permanent?
(4) The eigenvector problem: How does a typical eigenvector look like?
If time allows, I will discuss connections to other areas of mathematics, most importantly additive combinatorics.
We present a coefficient formula which provides some information about the polynomial map when only incomplete information about a polynomial is given. It is an integrative generalization and sharpening of several known results and has many applications, among these are:
1. The fact that polynomials in just one variable have at most deg(P) roots.
2. Alon and Tarsi’s Combinatorial Nullstellensatz.
3. Chevalley and Warning’s Theorem about the number of simultaneous zeros of systems of polynomials over finite fields.
4. Ryser’s Permanent Formula.
5. Alon’s Permanent Lemma.
6. Alon and Tarsi’s Theorem about orientations and colorings of graphs.
7. Scheim’s formula for the number of edge n-colorings of planar n-regular graphs.
8. Alon, Friedland and Kalai’s Theorem about regular subgraphs.
9. Alon and Füredi’s Theorem about cube covers.
10. Cauchy and Davenport’s Theorem from additive number theory.
11. Erdős, Ginzburg and Ziv’s Theorem from additive number theory.