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Paper ID: 2696

Transition Models as an incremental approach for problem solving in Evolutionary Algorithms
Defaweux,A. Lenaerts,T. van Hemert,J.I. Parent,J. ,

Appeared in: Proceedings of the Genetic and Evolutionary Computation Conference,
Page Numbers:599--606
Publisher: {ACM} Press
Year: 2005
ISBN/ISSN:
Contributing Organisation(s):
Field of Science: e-Science

URL:

Abstract: This paper proposes an incremental approach for building solutions using evolutionary computation. It presents a simple evolutionary model called a Transition model. It lets building units of a solution interact and then uses an evolutionary process to merge these units toward a full solution for the problem at hand. The paper provides a preliminary study on the evolutionary dynamics of this model as well as an empirical comparison with other evolutionary techniques on binary constraint satisfaction.

Keywords: constraint satisfaction, transition models,


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