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Simulation Optimization - Testing Selected Optimization Methods and Their Setting of the Parameters

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23210%2F14%3A43922772" target="_blank" >RIV/49777513:23210/14:43922772 - isvavai.cz</a>

  • Result on the web

    <a href="http://www.scientific.net/AMR.980.198" target="_blank" >http://www.scientific.net/AMR.980.198</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.4028/www.scientific.net/AMR.980.198" target="_blank" >10.4028/www.scientific.net/AMR.980.198</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Simulation Optimization - Testing Selected Optimization Methods and Their Setting of the Parameters

  • Original language 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.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JR - Other machinery industry

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/ED2.1.00%2F03.0093" target="_blank" >ED2.1.00/03.0093: Regional Technological Institute - RTI</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2014

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Modern Technologies for Engineering, Applied Mechanics and Material Science

  • ISBN

    978-3-03835-158-0

  • ISSN

    1022-6680

  • e-ISSN

  • Number of pages

    5

  • Pages from-to

    198-202

  • Publisher name

    Trans Tech Publications

  • Place of publication

    Durnten-Zurich, Switzerland

  • Event location

    Sarawak, Malaysia

  • Event date

    Jun 7, 2014

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article