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  • The paper deals with the use of heuristic methods suitable for simulation optimization. These methods - Random Search, Hill Climbing, Tabu Search, Local Search, Downhill Simplex, Simulated Annealing, Differential Evolution and Evolution Strategy - automatically adapt discrete event simulation models input parameters and four analytic functions. Simulation models reflect real systems of industrial companies. Developed models are focused on logistics and production scheduling problems. Discrete event simulation models were built by Arena simulation software. Developed simulation optimization application is able to search for global optimum of the objective function by seven modified optimization methods.
  • The paper deals with the use of heuristic methods suitable for simulation optimization. These methods - Random Search, Hill Climbing, Tabu Search, Local Search, Downhill Simplex, Simulated Annealing, Differential Evolution and Evolution Strategy - automatically adapt discrete event simulation models input parameters and four analytic functions. Simulation models reflect real systems of industrial companies. Developed models are focused on logistics and production scheduling problems. Discrete event simulation models were built by Arena simulation software. Developed simulation optimization application is able to search for global optimum of the objective function by seven modified optimization methods. (en)
Title
  • Simulation Optimization In Manufacturing Systems
  • Simulation Optimization In Manufacturing Systems (en)
skos:prefLabel
  • Simulation Optimization In Manufacturing Systems
  • Simulation Optimization In Manufacturing Systems (en)
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  • RIV/49777513:23210/12:43916320!RIV14-MSM-23210___
http://linked.open...avai/riv/aktivita
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  • S
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  • 168068
http://linked.open...ai/riv/idVysledku
  • RIV/49777513:23210/12:43916320
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  • Heuristic methods; Global Optimization; Discrete Event Simulation; Simulation Optimization (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [996A400F24D9]
http://linked.open...v/mistoKonaniAkce
  • University of Zadar
http://linked.open...i/riv/mistoVydani
  • Vienna
http://linked.open...i/riv/nazevZdroje
  • Annals of DAAAM for 2012
http://linked.open...in/vavai/riv/obor
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http://linked.open...UplatneniVysledku
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  • Raška, Pavel
  • Ulrych, Zdeněk
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http://linked.open.../riv/zahajeniAkce
issn
  • 2304-1382
number of pages
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  • DAAAM Intenational Publishing
https://schema.org/isbn
  • 978-3-901509-91-9
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  • 23210
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