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» Neutral Variations Cause Bloat in Linear GP
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EUROGP
2003
Springer
13 years 10 months ago
Neutral Variations Cause Bloat in Linear GP
Abstract. In this contribution we investigate the influence of different variation effects on the growth of code. A mutation-based variant of linear GP is applied that operates ...
Markus Brameier, Wolfgang Banzhaf
GPEM
2002
109views more  GPEM 2002»
13 years 4 months ago
Some Considerations on the Reason for Bloat
A representation-less model for genetic programming is presented. The model is intended to examine the mechanisms that lead to bloat in genetic programming (GP). We discuss two hyp...
Wolfgang Banzhaf, William B. Langdon
CEC
2008
IEEE
13 years 11 months ago
Crossover operators to control size growth in linear GP and variable length GAs
— In various nuances of evolutionary algorithms it has been observed that variable sized genomes exhibit large degrees of redundancy and corresponding undue growth. This phenomen...
Dominique Chu, Jonathan E. Rowe