• DocumentCode
    1668498
  • Title

    Crossover and bloat in the functionality model of enzyme genetic programming

  • Author

    Lones, Michael A. ; Tyrrell, Andy M.

  • Author_Institution
    Dept. of Electron., York Univ., UK
  • Volume
    1
  • fYear
    2002
  • Firstpage
    986
  • Lastpage
    991
  • Abstract
    The functionality model is a new approach in enzyme genetic programming which enables the evolution of variable length solutions whilst preserving local context. This paper introduces the model and presents an analysis of crossover and the evolution of program size
  • Keywords
    genetic algorithms; crossover; enzyme genetic programming; functionality model; genetic algorithm; genotype evolution; mutation; Biochemistry; Biological information theory; Biological system modeling; Context modeling; Evolution (biology); Genetic engineering; Genetic programming; Independent component analysis; Size control; Topology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
  • Conference_Location
    Honolulu, HI
  • Print_ISBN
    0-7803-7282-4
  • Type

    conf

  • DOI
    10.1109/CEC.2002.1007059
  • Filename
    1007059
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1668498