HH-evolver: A system for domain-specific, hyper-heuristic evolution

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    4 Scopus citations

    Abstract

    We present HH-Evolver, a tool for domain-specific, hyper- heuristic evolution. HH-Evolver automates the design of domain-specific heuristics for planning domains. Hyper-heur- istics generated by our tool can be used with combinatorial search algorithms such as A* and IDA* for solving problems of a given domain. HH-Evolver has a rich GUI that enables easy operation, including: running experiments in parallel, pausing and resuming experiments, and saving them and an- alyzing the results. Implementing new domains and heuris- tics with HH-Evolver is easily accomplished.

    Original languageEnglish
    Title of host publicationGECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion
    Pages1285-1291
    Number of pages7
    DOIs
    StatePublished - 26 Aug 2013
    Event15th Annual Conference on Genetic and Evolutionary Computation, GECCO 2013 - Amsterdam, Netherlands
    Duration: 6 Jul 201310 Jul 2013

    Publication series

    NameGECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion

    Conference

    Conference15th Annual Conference on Genetic and Evolutionary Computation, GECCO 2013
    Country/TerritoryNetherlands
    CityAmsterdam
    Period6/07/1310/07/13

    Keywords

    • Genetic algorithms
    • Genetic programming
    • HH-evolver
    • Heuristiclab
    • Heuristics
    • Hyper-heuristic
    • Single-agent search

    ASJC Scopus subject areas

    • Computational Mathematics

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