Assembling strategies in extrinsic evolvable hardware with bidirectional incremental evolution

Authors:
Igor Baradavka;Tatiana Kalganova
Affiliations:
Department of Electronic and Computer Engineering, Brunel University, Uxbridge, UK;Department of Electronic and Computer Engineering, Brunel University, Uxbridge, UK
Venue:
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
Year:
2003

Citing 11
Cited 1

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Abstract

Bidirectional incremental evolution (BIE) has been proposed as a technique to overcome the "stalling" effect in evolvable hardware applications. However preliminary results show perceptible dependence of performance of BIE and quality of evaluated circuit on assembling strategy applied during reverse stage of incremental evolution. The purpose of this paper is to develop assembling strategy that will assist BIE to produce relatively optimal solution with minimal computational effort (e.g. the minimal number of generations).