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Published in:
2004 | OriginalPaper | Chapter
The Challenge of Complexity
Authors : Wolfgang Banzhaf, Julian Miller
Published in: Frontiers of Evolutionary Computation
Publisher: Springer US
Included in: Professional Book Archive
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In this chapter we discuss 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.