• DocumentCode
    3208439
  • Title

    Adjacency matrix representation in evolutionary circuit synthesis

  • Author

    Mesquita, A.

  • Author_Institution
    Eletrical Eng. Departament, Fed. Univ. of Rio de Janeiro, Brazil
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    193
  • Abstract
    Summary form only given. An analog circuit synthesis method based on evolutionary circuit techniques is proposed where the chromosome in the genetic algorithm is coded through the use of adjacency matrices. The method assumes that the circuit is described at the behavioral level in order to reduce the simulation time. It is shown that adjacency matrices coding of the chromosome reduces considerably the number of anomalous circuits generated by the genetic algorithm operations. Moreover, the proposed representation enables one to easily implement selection criteria to control the topological properties of the circuit.
  • Keywords
    analogue circuits; encoding; genetic algorithms; matrix algebra; network synthesis; network topology; analog circuit synthesis; chromosome coding; circuit topology; crossover; evolutionary circuit synthesis; genetic algorithm; graph adjacency matrix; mutation; Analog circuits; Biological cells; Circuit simulation; Circuit synthesis; Circuit topology; Genetic algorithms; Genetic engineering; Genetic mutations; Hardware; High level synthesis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2002. SBRN 2002. Proceedings. VII Brazilian Symposium on
  • Print_ISBN
    0-7695-1709-9
  • Type

    conf

  • DOI
    10.1109/SBRN.2002.1181469
  • Filename
    1181469