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The Challenge of Complexity Export

by: Wolfgang Banzhaf, Julian Miller

edited by: Anil Menon

In Frontiers of Evolutionary Computation, Vol. 11 (2004), pp. 243-260.

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algorithm algorithms complexity development encoding evolutionary genetic genetic-algorithms heterochrony problem programming scaling

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the challenge provided by the problem of evolving large amounts of computer code via Genetic Programming. We argue that the problem is analogous to what Nature had to face when moving to multi-cellular life. We propose to look at developmental processes and there mechanisms to come up with solutions for this “challenge of complexity” in Genetic Programming


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