HyFlex: a benchmark framework for cross-domain heuristic search. This paper presents HyFlex, a software framework for the development of cross-domain search methodologies. The framework features a common software interface for dealing with different combinatorial optimisation problems and provides the algorithm components that are problem specific. In this way, the algorithm designer does not require a detailed knowledge of the problem domains and thus can concentrate his/her efforts on designing adaptive general-purpose optimisation algorithms. Six hard combinatorial problems are fully implemented: maximum satisfiability, one dimensional bin packing, permutation flow shop, personnel scheduling, traveling salesman and vehicle routing. Each domain contains a varied set of instances, including real-world industrial data and an extensive set of state-of-the-art problem specific heuristics and search operators. HyFlex represents a valuable new benchmark of heuristic search generality, with which adaptive cross-domain algorithms are being easily developed and reliably compared.This article serves both as a tutorial and a as survey of the research achievements and publications so far using HyFlex.
Keywords for this software
References in zbMATH (referenced in 9 articles , 1 standard article )
Showing results 1 to 9 of 9.
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- Mısır, Mustafa; Verbeeck, Katja; De Causmaecker, Patrick; Vanden Berghe, Greet: A new hyper-heuristic as a general problem solver: an implementation in hyflex (2013)
- Ochoa, Gabriela; Hyde, Matthew; Curtois, Tim; Vazquez-Rodriguez, Jose A.; Walker, James; Gendreau, Michel; Kendall, Graham; McCollum, Barry; Parkes, Andrew J.; Petrovic, Sanja; Burke, Edmund K.: HyFlex: a benchmark framework for cross-domain heuristic search (2012)
- Ochoa, Gabriela; Walker, James; Hyde, Matthew; Curtois, Tim: Adaptive evolutionary algorithms and extensions to the hyflex hyper-heuristic framework (2012)