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170
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GECCO
2005
Springer
15 years 11 months ago
2005
Springer
XCS is a stochastic algorithm, so it does not guarantee to produce the same results when run with the same input. When interpretability matters, obtaining a single, stable result ...
167
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GECCO
2005
Springer
15 years 11 months ago
2005
Springer
Deciding the appropriate population size and number of islands for distributed island-model genetic algorithms is often critical to the algorithm’s success. This paper outlines ...
146
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GECCO
2005
Springer
15 years 11 months ago
2005
Springer
This paper proposes a statistical mechanism to analyze the detector coverage in a negative selection algorithm, namely a quantitative measurement of a detector set’s capability ...
133
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GECCO
2005
Springer
15 years 11 months ago
2005
Springer
Evolutionary models typically rely on a single level of evolution for training a team of cooperating agents. I present a model that evolves at two levels—an “organizational”...
122
click to vote
GECCO
2005
Springer
15 years 11 months ago
2005
Springer
Evaluating GP schema in context is considered to be a complex, and, at times impossible, task. The tightly linked nodes of a GP tree is the main reason behind its complexity. This...