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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