Revisiting Maximum Satisfiability and Related Problems in Data Streams [PDF]
We revisit the MaxSAT problem in the data stream model. In this problem, the stream consists of $m$ clauses that are disjunctions of literals drawn from $n$ Boolean variables. The objective is to find an assignment to the variables that maximizes the number of satisfied clauses. Chou et al.
Hoa T. Vu
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Branch Location Problems with Maximum Satisfiability
Oleg Zaikin +2 more
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Approximating the Backbone in the Weighted Maximum Satisfiability Problem [PDF]
The weighted Maximum Satisfiability problem (weighted MAX-SAT) is a NP-hard problem with numerous applications arising in artificial intelligence. As an efficient tool for heuristic design, the backbone has been applied to heuristics design for many NP-hard problems.
He Jiang, Jifeng Xuan, Yan Hu
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Semidefinite Optimization Approaches for Satisfiability and Maximum-Satisfiability Problems
Semidefinite optimization, commonly referred to as semidefinite programming, has been a remarkably active area of research in optimization during the last decade. For combinatorial problems in particular, semidefinite programming has had a truly significant impact.
Miguel F. Anjos
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torchmSAT: A GPU-Accelerated Approximation To The Maximum Satisfiability Problem [PDF]
The remarkable achievements of machine learning techniques in analyzing discrete structures have drawn significant attention towards their integration into combinatorial optimization algorithms. Typically, these methodologies improve existing solvers by injecting learned models within the solving loop to enhance the efficiency of the search process. In
Abdelrahman Hosny, Sherief Reda
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Relaxed Survey Propagation for The Weighted Maximum Satisfiability Problem
The survey propagation (SP) algorithm has been shown to work well on large instances of the random 3-SAT problem near its phase transition. It was shown that SP estimates marginals over covers that represent clusters of solutions. The SP-y algorithm generalizes SP to work on the maximum satisfiability (Max-SAT) problem, but the cover interpretation of ...
H.L. Chieu, W.S. Lee
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New Length Dependent Algorithm for Maximum Satisfiability Problem
In this paper, we study the computational complexity of the Maximum Satisfiability problem in terms of the length L of a given formula. We present an algorithm with running time O(1.0927^L), hence, improving the previously known best upper bound O(1.1058^L) developed more than 20 years ago by Bansal and Raman.
Vasily Alferov, Ivan Bliznets
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Inference and certificates for the maximum satisfiability problem
Dans cette thèse, on s'intéresse au problème de satisfiabilité maximum, ou problème Max-SAT, qui consiste, étant donnée une formule propositionnelle sous forme normale conjonctive, à trouver une interprétation des variables de la formule permettant de satisfaire le plus de clauses possible, ou, de manière équivalente, de falsifier le moins de clauses ...
M. Py
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Proof Complexity for the Maximum Satisfiability Problem and its Use in SAT Refutations
Abstract MaxSAT, the optimization version of the well-known SAT problem, has attracted a lot of research interest in the past decade. Motivated by the many important applications and inspired by the success of modern SAT solvers, researchers have developed many MaxSAT solvers.
Emma Rollón, Javier Larrosa
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A Multilevel Evolutionary Algorithm Applied to the Maximum Satisfiability Problems
Noureddine Bouhmala +2 more
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