• DocumentCode
    3056717
  • Title

    Artificial evolution of active filters: a case study

  • Author

    Zebulum, Ricardo Salem ; Pacheco, Marco Aurélio ; Vellasco, Marley

  • Author_Institution
    Sch. of Biol. Sci., Sussex Univ., Brighton, UK
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    66
  • Lastpage
    75
  • Abstract
    This article focuses on the application of artificial avolution to the synthesis of analog active filters. The main objective of this research is the achievement of a new class of systems, with advantageous features compared to conventional ones, such as lower power consumption, higher speed and more robustness to noise. The particular problem of designing the amplifier of an AM receiver is examined in this work. Genetic algorithms are employed as our evolutionary tool and two sets of experiments are described. The first set has been carried out using a single objective, the desired frequency response of the circuit. In a second set of experiments, three other objectives have been included in the system. A new multi-objective evaluation methodology was conceived for this second set of experiments. A second approach for evolving active filters, using programmable chips, is also discussed in this paper
  • Keywords
    active filters; frequency response; genetic algorithms; power consumption; AM receiver; active filters; amplifier; artificial evolution; frequency response; genetic algorithms; multiobjective evaluation methodology; programmable chips; Active filters; Analog computers; Biology computing; Bipolar transistors; Circuits; Computer aided software engineering; Evolution (biology); Frequency; Genetic algorithms; Radiofrequency amplifiers;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolvable Hardware, 1999. Proceedings of the First NASA/DoD Workshop on
  • Conference_Location
    Pasadena, CA
  • Print_ISBN
    0-7695-0256-3
  • Type

    conf

  • DOI
    10.1109/EH.1999.785436
  • Filename
    785436