Are complex systems hard to evolve?

Details Are complex systems hard to evolve? Are complex systems hard to evolve?

2008-02-26

arxiv.org/abs/0802.3875v1

Volume 14, Issue 6, pages 15-20, July/August 2009

Computer Science

Neural and Evolutionary Computing

Scientific paper

10.1002/cplx.20269

Evolutionary complexity is here measured by the number of trials/evaluations needed for evolving a logical gate in a non-linear medium. Behavioural complexity of the gates evolved is characterised in terms of cellular automata behaviour. We speculate that hierarchies of behavioural and evolutionary complexities are isomorphic up to some degree, subject to substrate specificity of evolution and the spectrum of evolution parameters.

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