NuMVC: An efficient local search algorithm for minimum vertex cover

S Cai, K Su, C Luo, A Sattar - Journal of Artificial Intelligence Research, 2013 - jair.org
Abstract The Minimum Vertex Cover (MVC) problem is a prominent NP-hard combinatorial
optimization problem of great importance in both theory and application. Local search has …

Reinforcement learning based local search for grouping problems: A case study on graph coloring

Y Zhou, JK Hao, B Duval - Expert Systems with Applications, 2016 - Elsevier
Grouping problems aim to partition a set of items into multiple mutually disjoint subsets
according to some specific criterion and constraints. Grouping problems cover a large class …

[HTML][HTML] CCEHC: An efficient local search algorithm for weighted partial maximum satisfiability

C Luo, S Cai, K Su, W Huang - Artificial Intelligence, 2017 - Elsevier
Weighted maximum satisfiability and (unweighted) partial maximum satisfiability (PMS) are
two significant generalizations of maximum satisfiability (MAX-SAT), and weighted partial …

Configuration checking with aspiration in local search for SAT

S Cai, K Su - Proceedings of the AAAI Conference on Artificial …, 2012 - ojs.aaai.org
An interesting strategy called configuration checking (CC) was recently proposed to handle
the cycling problem in local search for Minimum Vertex Cover. A natural question is whether …

From cliques to colorings and back again

MJH Heule, A Karahalios… - … Conference on Principles …, 2022 - drops.dagstuhl.de
We present an exact algorithm for graph coloring and maximum clique problems based on
SAT technology. It relies on four sub-algorithms that alternatingly compute cliques of larger …

Meta-heuristics and artificial intelligence

JK Hao, C Solnon - A Guided Tour of Artificial Intelligence Research …, 2020 - Springer
Meta-heuristics are generic search methods that are used to solve challenging
combinatorial problems. We describe these methods and highlight their common features …

Automated mathematical discovery and verification: Minimizing pentagons in the plane

B Subercaseaux, J Mackey, MJH Heule… - … Conference on Intelligent …, 2024 - Springer
We present a comprehensive demonstration of how automated reasoning can assist
mathematical research, both in the discovery of conjectures and in their verification. Our …

Minimizing Pentagons in the Plane through Automated Reasoning

B Subercaseaux, J Mackey, MJH Heule… - arXiv preprint arXiv …, 2023 - arxiv.org
We study $\mu_5 (n) $, the minimum number of convex pentagons induced by $ n $ points
in the plane in general position. Despite a significant body of research in understanding …

A linear weight transfer rule for local search

MS Chowdhury, CR Codel, MJH Heule - NASA Formal Methods …, 2023 - Springer
Abstract The Divide and Distribute Fixed Weights algorithm (ddfw) is a dynamic local search
SAT-solving algorithm that transfers weight from satisfied to falsified clauses in local minima …

A dynamic clause specific initial weight assignment for solving satisfiability problems using local search

A Ishtaiwi, F Alshahwan, N Jamal, W Hadi… - Algorithms, 2021 - mdpi.com
For decades, the use of weights has proven its superior ability to improve dynamic local
search weighting algorithms' overall performance. This paper proposes a new mechanism …