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Description
  • A multi-agent VRP solver is presented in this paper. It utilizes the contract-net protocol based allocation and several improvement strategies. It provides the solution with the quality of 81% compared to the optimal solution on 115 benchmark instances in polynomial time. The self-organizing capability of the system successfully minimizes the number of vehicles used. The presented solver architecture supports great runtime parallelization with incremental increase of solution quality. The presented solver demonstrates applicability to the VRP problem and easy adaptation to problem variants.
  • A multi-agent VRP solver is presented in this paper. It utilizes the contract-net protocol based allocation and several improvement strategies. It provides the solution with the quality of 81% compared to the optimal solution on 115 benchmark instances in polynomial time. The self-organizing capability of the system successfully minimizes the number of vehicles used. The presented solver architecture supports great runtime parallelization with incremental increase of solution quality. The presented solver demonstrates applicability to the VRP problem and easy adaptation to problem variants. (en)
Title
  • Agents Towards Vehicle Routing Problems
  • Agents Towards Vehicle Routing Problems (en)
skos:prefLabel
  • Agents Towards Vehicle Routing Problems
  • Agents Towards Vehicle Routing Problems (en)
skos:notation
  • RIV/68407700:21230/10:00170615!RIV11-MSM-21230___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM6840770038)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 245622
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21230/10:00170615
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Vehicle routing problem; heuristic; multi-agent solver; benchmarks (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [DF2E906D0D1F]
http://linked.open...v/mistoKonaniAkce
  • Toronto
http://linked.open...i/riv/mistoVydani
  • Dublin
http://linked.open...i/riv/nazevZdroje
  • AAMAS 2010: Proceedings of the Ninth International Conference on Autonomous Agents and Multi Agent Systems
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Komenda, Antonín
  • Pěchouček, Michal
  • Vokřínek, Jiří
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • Computer Science Press
https://schema.org/isbn
  • 978-0-9826571-1-9
http://localhost/t...ganizacniJednotka
  • 21230
is http://linked.open...avai/riv/vysledek of
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