Automated algorithm configuration and parameter tuning

HH Hoos - Autonomous search, 2012 - Springer
Computationally challenging problems arise in the context of many applications, and the
ability to solve these as efficiently as possible is of great practical, and often also economic …

[HTML][HTML] SATenstein: Automatically building local search SAT solvers from components

AR KhudaBukhsh, L Xu, HH Hoos, K Leyton-Brown - Artificial Intelligence, 2016 - Elsevier
Designing high-performance solvers for computationally hard problems is a difficult and
often time-consuming task. Although such design problems are traditionally solved by the …

[HTML][HTML] Local search for boolean satisfiability with configuration checking and subscore

S Cai, K Su - Artificial Intelligence, 2013 - Elsevier
This paper presents and analyzes two new efficient local search strategies for the Boolean
Satisfiability (SAT) problem. We start by proposing a local search strategy called …

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 …

Double configuration checking in stochastic local search for satisfiability

C Luo, S Cai, W Wu, K Su - Proceedings of the AAAI Conference on …, 2014 - ojs.aaai.org
Stochastic local search (SLS) algorithms have shown effectiveness on satisfiable instances
of the Boolean satisfiability (SAT) problem. However, their performance is still unsatisfactory …

Stochastic local search for Partial Max-SAT: an experimental evaluation

HH AlKasem, MEB Menai - Artificial Intelligence Review, 2021 - Springer
Stochastic local search (SLS) methods are heuristic-based algorithms that have gained in
popularity for their efficiency and robustness when solving very large and complex problems …

Phase transitions for scale-free SAT formulas

T Friedrich, A Krohmer, R Rothenberger… - Proceedings of the AAAI …, 2017 - ojs.aaai.org
Recently, a number of non-uniform random satisfiability models have been proposed that
are closer to practical satisfiability problems in some characteristics. In contrast to uniform …

Captain jack: New variable selection heuristics in local search for SAT

DAD Tompkins, A Balint, HH Hoos - International Conference on Theory …, 2011 - Springer
Stochastic local search (SLS) methods are well known for their ability to find models of
randomly generated instances of the propositional satisfiability problem (SAT) very …

[PDF][PDF] Comprehensive score: Towards efficient local search for SAT with long clauses

S Cai, K Su - Twenty-Third International Joint Conference on …, 2013 - core.ac.uk
It is widely acknowledged that stochastic local search (SLS) algorithms can efficiently find
models of satisfiable formulae for the Boolean Satisfiability (SAT) problem. There has been …

Scoring functions based on second level score for k-SAT with long clauses

S Cai, C Luo, K Su - Journal of Artificial Intelligence Research, 2014 - jair.org
It is widely acknowledged that stochastic local search (SLS) algorithms can efficiently find
models for satisfiable instances of the satisfiability (SAT) problem, especially for random k …