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202
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GECCO
2005
Springer
16 years 7 days ago
2005
Springer
This paper presents a novel approach of applying both positive selection and negative selection to supervised learning for anomaly detection. It first learns the patterns of the n...
176
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GECCO
2005
Springer
16 years 7 days ago
2005
Springer
Like Darwinian-type genetic algorithms, there also exists genetic drift in Univariate Marginal Distribution Algorithm (UMDA). Since the universal analysis of genetic drift in UMDA...
173
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GECCO
2005
Springer
16 years 7 days ago
2005
Springer
The Army’s push towards developing highly flexible military teams that combine manned and unmanned units requires significant advances in the intelligence of the unmanned units ...
166
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GECCO
2005
Springer
16 years 7 days ago
2005
Springer
This paper describes how genetic programming was used as an invention machine to automatically synthesize complete designs for six optical lens systems that duplicated the functio...
162
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GECCO
2005
Springer
16 years 7 days ago
2005
Springer
A commonly experienced problem with population based optimisation methods is the gradual decline in population diversity that tends to occur over time. This can slow a system’s ...