• DocumentCode
    833528
  • Title

    Evolvable hardware: using evolutionary computation to design and optimize hardware systems

  • Author

    Lohn, Jason D. ; Hornby, Gregory S.

  • Volume
    1
  • Issue
    1
  • fYear
    2006
  • Firstpage
    19
  • Lastpage
    27
  • Abstract
    Evolvable hardware lies at the intersection of evolutionary computation and physical design. Through the use of evolutionary computation methods, the field seeks to develop a variety of technologies that enable automatic design, adaptation, and reconfiguration of electrical and mechanical hardware systems in ways that outperform conventional techniques. This article surveys evolvable hardware with emphasis on some of the latest developments, many of which deliver performance exceeding traditional methods. As such, the field of evolvable hardware is just now starting to emerge from the research laboratory and into mainstream hardware applications.
  • Keywords
    design engineering; evolutionary computation; hardware-software codesign; evolutionary computation; evolvable hardware; hardware system design; hardware system optimization; Algorithm design and analysis; Application software; Automatic control; Design optimization; Evolutionary computation; Field programmable gate arrays; Genetic algorithms; Hardware; Optical arrays; Optical control;
  • fLanguage
    English
  • Journal_Title
    Computational Intelligence Magazine, IEEE
  • Publisher
    ieee
  • ISSN
    1556-603X
  • Type

    jour

  • DOI
    10.1109/MCI.2006.1597058
  • Filename
    1597058