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Towards development in evolvable hardware

Gordon, TGW; Bentley, PJ; (2002) Towards development in evolvable hardware. In: (pp. pp. 241-250).

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Abstract

© 2002 IEEE. Mapping between genotype and phenotype using a model of biological development has been widely touted as a technique for evolving solutions to large, complex problems. In this paper we describe two test-bed developmental systems for evolvable hardware problems, and compare each to a naive mapping system. We find that designing evolvable developmental systems is not a trivial problem, however early analysis of the evolved structures demonstrates the potential of the generative processes behind development. We also account for the differences between the results of the two systems, highlighting the importance of search space evolvability over size.

Type: Proceedings paper
Title: Towards development in evolvable hardware
ISBN: 0769517188
DOI: 10.1109/EH.2002.1029890
UCL classification: UCL > School of BEAMS > Faculty of Engineering Science
UCL > School of BEAMS > Faculty of Engineering Science > Computer Science
URI: http://discovery.ucl.ac.uk/id/eprint/171681
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