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Combinatorial Search With Picat

2014/05/11 by Neng-Fa Zhou, Neng‐Fa Zhou, Zhou, Neng-Fa
Computer Science · #Advanced Database Systems and Queries #Logic, Reasoning, and Knowledge #Logic, programming, and type systems #cs.PL

paper · pdf · doi:10.48550/arxiv.1405.2538

arxiv created 2014/05/11 · arxiv updated 2014/05/13

Abstract

Picat, a new member of the logic programming family, follows a different doctrine than Prolog in offering the core logic programming concepts: arrays and maps as built-in data types; implicit pattern matching with explicit unification and explicit non-determinism; functions for deterministic computations; and loops for convenient scripting and modeling purposes. Picat provides facilities for solving combinatorial search problems, including a common interface with CP, SAT, and MIP solvers, tabling for dynamic programming, and a module for planning. Picat's planner module, which is implemented by the use of tabling, has produced surprising and encouraging results. Thanks to term-sharing and resource-bounded tabled search, Picat overwhelmingly outperforms the cutting-edge ASP and PDDL planners on the planning benchmarks used in recent ASP competitions.

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