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Controlled offspring generation in evolutionary programming

Babu, GP and Murty, MN (1994) Controlled offspring generation in evolutionary programming. In: Third Annual Conference on Evolutionary Programming, 24-26 Feb. 1994, San Diego, CA, USA, pp. 253-260.

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Abstract

The paper presents an extension to the standard evolutionary programming (SEP) technique, which incorporates the concept of fitness based offspring generation. Each parent in the population tries to solve the problem of surviving into future generations by the controlled generation of offspring. Offspring generated by parents with good environmental support have a high chance of survival as compared to the offspring generated by other parents. It is argued that generating more offspring from a low fit parent yields a high chance for the survival of its progeny. As a consequence, a modification is required to the SEP to generate more offspring than the number of parents. Experimental results for the selected problems are compared with the results obtained by the SEP technique

Item Type: Conference Paper
Additional Information: Copyright of this article belongs to World Scientific.
Keywords: genetic algorithms;search problems
Department/Centre: Division of Electrical Sciences > Computer Science & Automation (Formerly, School of Automation)
Date Deposited: 07 Nov 2007
Last Modified: 11 Jan 2012 10:14
URI: http://eprints.iisc.ernet.in/id/eprint/11060

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