Systematic search for local-search SAT heuristics
Burnett, Andrew W. and Parkes, Andrew J. (2016) Systematic search for local-search SAT heuristics. In: 6th International Conference on Metaheuristics and Nature Inspired Computing (META 2016), 27-31 Oct 2016, Marrakech, Morocco.
Heuristics for local-search are a commonly used method of improving the performance of algorithms that solve hard computational problems. Generally these are written by human experts, however a long-standing research goal has been to automate the construction of these heuristics. In this paper, we investigate the applicability of a systematic search on the space of heuristics to be used in a local-search SAT solver.
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