• DocumentCode
    618195
  • Title

    Investigation on the Differential Evolution driven by selected six chaotic systems in the task of reactor geometry optimization

  • Author

    Senkerik, Roman ; Pluhacek, Michal ; Oplatkova, Zuzana Kominkova ; Davendra, Donald ; Zelinka, Ivan

  • Author_Institution
    Fac. of Appl. Inf., Tomas Bata Univ. in Zlin, Zlin, Czech Republic
  • fYear
    2013
  • fDate
    20-23 June 2013
  • Firstpage
    3087
  • Lastpage
    3094
  • Abstract
    In this paper, Differential Evolution (DE) is used in the task of optimization of batch reactor geometry. The novality of the approach is that the six selected discrete dissipative chaotic maps are used as the chaotic pseudo random number generator to drive the mutation and crossover process in the DE. The optimized results obtained are compared with original reactor geometry and process parameters adjustment. The statistical analysis of the results given by six versions of chaos driven DE is compared with canonical DE strategy.
  • Keywords
    chaos; chemical reactors; evolutionary computation; optimisation; random number generation; statistical analysis; DE strategy; chaotic pseudo random number generator; chaotic systems; differential evolution; process parameters; reactor geometry optimization; statistical analysis; Chaos; Chemicals; Equations; Generators; Inductors; Mathematical model; Optimization; Differential evolution; batch reactor; deterministic chaos; optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation (CEC), 2013 IEEE Congress on
  • Conference_Location
    Cancun
  • Print_ISBN
    978-1-4799-0453-2
  • Electronic_ISBN
    978-1-4799-0452-5
  • Type

    conf

  • DOI
    10.1109/CEC.2013.6557946
  • Filename
    6557946