The ABCs of evolutionary design: Investigating the evolvability of embryogenies for morphogenesis
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Reference
Sanjeev Kumar and Peter Bentley: The ABCs of evolutionary design: Investigating the evolvability of embryogenies for morphogenesis. Late Breaking Papers at the 1999 Genetic and Evolutionary Computation Conference, pp. 164-170, 13 July 1999.
DOI
Abstract
Previous work investigated three types of embryogeny: External, Explicit, and Implicit. This paper focuses on the two most interesting embryogenies: explicit and implicit, investigating the evolvability and scalability of both embryogenies for morphogenesis. The problem set is that of evolving certain predefined shapes - letters of the alphabet. The results show that both embryogenies are good at defining different morphologies, but significantly, the implicit embryogeny incurs no increase in genotype size as the problem is scaled.
Extended Abstract
Bibtex
Used References
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http://www.cs.ucl.ac.uk/staff/P.Bentley/KUBEC1.pdf