• DocumentCode
    2697346
  • Title

    Anticipation: Breaking the evolutionary time barrier

  • Author

    Cottam, Ron ; Ranson, Willy ; Vounckx, Roger

  • Author_Institution
    Vrije Univ. Brussel, Brussels
  • fYear
    2007
  • fDate
    25-28 Sept. 2007
  • Firstpage
    4653
  • Lastpage
    4660
  • Abstract
    Evolutionary Computation (EC) has developed over the past few decades to successfully address problems across a wide range of domains. Its capabilities make EC a prime candidate for the development of anticipatory computation, but its applicability is inhibited by reliance on the formal logic of closed systems. Living organisms have evolved from stimulatory-reaction to intelligent-anticipation as part of an open ecosystem, and such a relationship is prerequisite for the evolutionary development of anticipatory computation. Effective anticipation depends on the accurate correlation of historical multiscalar data, and ultimately it must be realized as a computer, rather than on a computer. This paper presents an early ´roadmap´ for the implementation of evolutionary anticipatory ´machines´, through the critical concepts of ecosystemic rationality and hyperscale to the first construction of multiscalar simulators.
  • Keywords
    evolutionary computation; anticipatory computation; closed system; ecosystemic rationality; evolutionary anticipatory machine; evolutionary computation; evolutionary time barrier; formal logic; historical multiscalar data; intelligent-anticipation; multiscalar simulator; open ecosystem; Evolutionary computation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 2007. CEC 2007. IEEE Congress on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4244-1339-3
  • Electronic_ISBN
    978-1-4244-1340-9
  • Type

    conf

  • DOI
    10.1109/CEC.2007.4425082
  • Filename
    4425082