• DocumentCode
    3313138
  • Title

    Two-Level Transplant Evolution for optimization of controllers

  • Author

    Osmera, P. ; Petrucha, J. ; Seda, Milos ; Matousek, R. ; Weisser, R.

  • Author_Institution
    Eur. Polytech. Inst. Kunovice, Kunovice, Czech Republic
  • Volume
    4
  • fYear
    2011
  • fDate
    26-28 July 2011
  • Firstpage
    2110
  • Lastpage
    2115
  • Abstract
    This paper describes the application of Two-Level Transplant Evolution (TE) that can evolve control programs using a variable length linear genome to govern the mapping of a Backus Naur Form grammar definition. TE combines Grammatical Evolution (on the genotype level) with Genetic Programming (tree structures on the phenotype level). To increase the efficiency of Transplant Evolution (TE) the parallel Differential Evolution was added.
  • Keywords
    control engineering computing; genetic algorithms; genomics; medical computing; medical control systems; Backus Naur Form grammar definition; control programs; controllers; genetic programming; grammatical evolution; optimization; parallel differential evolution; transplant evolution; variable length linear genome; Biological cells; Biological systems; Equations; Evolution (biology); Grammar; Mathematical model; Optimization; general controllers; optimization; two-level transplant evolution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-61284-180-9
  • Type

    conf

  • DOI
    10.1109/FSKD.2011.6020001
  • Filename
    6020001
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3313138