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AUSAI
2004
Springer

Designing a Morphogenetic System for Evolvable Hardware

11 years 10 months ago
Designing a Morphogenetic System for Evolvable Hardware
Abstract. Traditional approaches to evolvable hardware (EHW), using a direct encoding, have not scaled well with increases in problem complexity. To overcome this there have been moves towards encoding a growth process, which however have not shown a great deal of success to date. In this paper we present the design of a morphogenetic EHW model that has taken the salient features of biological processes and structures to produce an evolutionary and growth model that consistently outperforms a traditional EHW approach using a direct encoding, and scales well to larger, more complex, problems.
Justin Lee, Joaquin Sitte
Added 01 Jul 2010
Updated 01 Jul 2010
Type Conference
Year 2004
Where AUSAI
Authors Justin Lee, Joaquin Sitte
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