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  • In this paper a novel constructive hyperheuristic for CVRP is proposed. This hyperheuristic, called HyperPOEMS, is based on an evolutionary-based iterative local search algorithm. Its inherent characteristics make it capable of autonomously searching a structured space of low-level domain specific heuristics for their suitable combinations that produce good solutions to particular problem instance. Hyper-POEMS was tested on standard benchmarks and compared to two existing constructive hyperheuristic, HHC-VRP and EHH-VRP. The results show that HyperPOEMS outperforms both compared hyperheuristics and produces solutions competitive to solutions obtained by specialized metaheuristics designed for CVRP.
  • In this paper a novel constructive hyperheuristic for CVRP is proposed. This hyperheuristic, called HyperPOEMS, is based on an evolutionary-based iterative local search algorithm. Its inherent characteristics make it capable of autonomously searching a structured space of low-level domain specific heuristics for their suitable combinations that produce good solutions to particular problem instance. Hyper-POEMS was tested on standard benchmarks and compared to two existing constructive hyperheuristic, HHC-VRP and EHH-VRP. The results show that HyperPOEMS outperforms both compared hyperheuristics and produces solutions competitive to solutions obtained by specialized metaheuristics designed for CVRP. (en)
Title
  • Evolutionary Hyperheuristic for Capacitated Vehicle Routing Problem
  • Evolutionary Hyperheuristic for Capacitated Vehicle Routing Problem (en)
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  • Evolutionary Hyperheuristic for Capacitated Vehicle Routing Problem
  • Evolutionary Hyperheuristic for Capacitated Vehicle Routing Problem (en)
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  • RIV/68407700:21230/13:00213057!RIV14-MSM-21230___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
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  • S, Z(MSM6840770038)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
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  • 73820
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  • RIV/68407700:21230/13:00213057
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  • Hyper-Heuristics; Capacitated Vehicle Routing Problem; Combinatorial Optimization; Evolutionary Algorithms (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [893D0985072F]
http://linked.open...v/mistoKonaniAkce
  • Amsterdam
http://linked.open...i/riv/mistoVydani
  • New York
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  • Genetic and Evolutionary Computation Conference - Companion Material Proceedings
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  • Kubalík, Jiří
  • Mlejnek, Jaromír
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http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
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  • 10.1145/2464576.2464684
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  • ACM
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  • 978-1-4503-1964-5
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  • 21230
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