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Development of problem-specific Evolutionary Algorithms

Alexander Leonhardi, Wolfgang Reissenberger, Tim Schmelmer, Karsten Weicker, Nicole Weicker
In: Agoston E. Eiben and Thomas Bäck and Marc Schoenauer and Hans-Paul Schwefel (ed.), Parallel Problem Solving from Nature - PPSN V, pp. 388-397
Berlin, Springer, 1998.
Lecture Notes in Computer Science 1498

 

Abstract

Evolutionary algorithms (EA) have become an important method to approach optimization problems. Nevertheless, the selection of an appropriate algorithm is still based on experience and experiments. This paper proposes a few basic concepts which should be supplied by modern EA simulators in order to serve as a toolkit for the development of problem--specific evolutionary algorithms.

 

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