Title :
Anticipation: Breaking the evolutionary time barrier
Author :
Cottam, Ron ; Ranson, Willy ; Vounckx, Roger
Author_Institution :
Vrije Univ. Brussel, Brussels
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;
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
DOI :
10.1109/CEC.2007.4425082