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Description
  • The paper deals with the comparison of selected optimization methods - Random Search, Hill Climbing, Tabu Search, Local Search, Downhill Simplex, Simulated Annealing, Differential Evolution and Evolution Strategy-used to search for the global optimum of the objective function specified for each simulation model. These optimization methods have to be modified in such a way that they are applicable for discrete event simulation optimization purposes. Three discrete event simulation models were built (using ARENA simulation software) which reflect real industrial systems. Then the optimization methods were tested on four testing functions. The evaluation method which uses information from the box plot characteristics was specified.
  • The paper deals with the comparison of selected optimization methods - Random Search, Hill Climbing, Tabu Search, Local Search, Downhill Simplex, Simulated Annealing, Differential Evolution and Evolution Strategy-used to search for the global optimum of the objective function specified for each simulation model. These optimization methods have to be modified in such a way that they are applicable for discrete event simulation optimization purposes. Three discrete event simulation models were built (using ARENA simulation software) which reflect real industrial systems. Then the optimization methods were tested on four testing functions. The evaluation method which uses information from the box plot characteristics was specified. (en)
Title
  • Comparison of Selected Optimization Methods Used for Discrete Event Simulation Models and Testing Functions
  • Comparison of Selected Optimization Methods Used for Discrete Event Simulation Models and Testing Functions (en)
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  • Comparison of Selected Optimization Methods Used for Discrete Event Simulation Models and Testing Functions
  • Comparison of Selected Optimization Methods Used for Discrete Event Simulation Models and Testing Functions (en)
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  • RIV/49777513:23210/13:43919535!RIV14-MSM-23210___
http://linked.open...avai/riv/aktivita
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  • S
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  • September
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  • 66307
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  • RIV/49777513:23210/13:43919535
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  • Heuristic Methods; Discrete Event Simulation; Simulation Optimization (en)
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  • US - Spojené státy americké
http://linked.open...ontrolniKodProRIV
  • [6696C7813269]
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  • Advanced Materials Research
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  • 816 - 817
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  • Raška, Pavel
  • Ulrych, Zdeněk
issn
  • 1022-6680
number of pages
http://bibframe.org/vocab/doi
  • 10.4028/www.scientific.net/AMR.816-817.629
http://localhost/t...ganizacniJednotka
  • 23210
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