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A principle of minimum complexity in evolution

Authors :
H. John Caulfield
Luis R. Lopez
Source :
Parallel Problem Solving from Nature ISBN: 3540541489, PPSN
Publication Year :
2006
Publisher :
Springer-Verlag, 2006.

Abstract

This paper presents a principle of minimum complexity in evolving systems. Minimum complexity is supported by results and observations from genetic algorithm research and information complexity theory. This paper introduces minimum complexity and presents quantitative evidence for minimum complexity in messy genetic evolution. There also appears to be a strong correlation with our theory and what is observed in biological genetics.

Details

ISBN :
978-3-540-54148-6
3-540-54148-9
ISBNs :
9783540541486 and 3540541489
Database :
OpenAIRE
Journal :
Parallel Problem Solving from Nature ISBN: 3540541489, PPSN
Accession number :
edsair.doi...........88f43e5fec3c5eb9367a79dc6198cd39
Full Text :
https://doi.org/10.1007/bfb0029782