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Description
  • The paper deals with testing optimization methods and their setting of the parameters used to search for the global optimum of specified objective functions. The objective functions were specified considering the objectives of the discrete event simulation models. We specified the evaluation methods considering the success of finding the global optimum (or the best found objective function value) the in defined search space. We tested Random Search, Hill Climbing, Tabu Search, Local Search, Downhill Simplex, Simulated Annealing, Differential Evolution and Evolution Strategy. After the testing we proposed some slight modifications of the Downhill Simplex and Differential Evolution optimization methods.
  • The paper deals with testing optimization methods and their setting of the parameters used to search for the global optimum of specified objective functions. The objective functions were specified considering the objectives of the discrete event simulation models. We specified the evaluation methods considering the success of finding the global optimum (or the best found objective function value) the in defined search space. We tested Random Search, Hill Climbing, Tabu Search, Local Search, Downhill Simplex, Simulated Annealing, Differential Evolution and Evolution Strategy. After the testing we proposed some slight modifications of the Downhill Simplex and Differential Evolution optimization methods. (en)
Title
  • Simulation Optimization - Testing Selected Optimization Methods and Their Setting of the Parameters
  • Simulation Optimization - Testing Selected Optimization Methods and Their Setting of the Parameters (en)
skos:prefLabel
  • Simulation Optimization - Testing Selected Optimization Methods and Their Setting of the Parameters
  • Simulation Optimization - Testing Selected Optimization Methods and Their Setting of the Parameters (en)
skos:notation
  • RIV/49777513:23210/14:43922772!RIV15-MSM-23210___
http://linked.open...avai/riv/aktivita
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  • P(ED2.1.00/03.0093)
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  • 45013
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  • RIV/49777513:23210/14:43922772
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  • Testing Function; Discrete Event Simulation; Simulation Optimization; Optimization Methods Parameters Settings (en)
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http://linked.open...ontrolniKodProRIV
  • [CB73CAD6F7E8]
http://linked.open...v/mistoKonaniAkce
  • Sarawak, Malaysia
http://linked.open...i/riv/mistoVydani
  • Durnten-Zurich, Switzerland
http://linked.open...i/riv/nazevZdroje
  • Modern Technologies for Engineering, Applied Mechanics and Material Science
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  • Raška, Pavel
  • Ulrych, Zdeněk
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issn
  • 1022-6680
number of pages
http://bibframe.org/vocab/doi
  • 10.4028/www.scientific.net/AMR.980.198
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  • Trans Tech Publications
https://schema.org/isbn
  • 978-3-03835-158-0
http://localhost/t...ganizacniJednotka
  • 23210
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