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» The Incremental Pareto-Coevolution Archive
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GECCO
2004
Springer
108views Optimization» more  GECCO 2004»
13 years 10 months ago
The Incremental Pareto-Coevolution Archive
Coevolution can in principle provide progress for problems where no accurate evaluation function is available. An important open question however is how coevolution can be set up s...
Edwin D. de Jong
EUROGP
2007
Springer
126views Optimization» more  EUROGP 2007»
13 years 8 months ago
Training Binary GP Classifiers Efficiently: A Pareto-coevolutionary Approach
The conversion and extension of the Incremental Pareto-Coevolution Archive algorithm (IPCA) into the domain of Genetic Programming classification is presented. In particular, the ...
Michal Lemczyk, Malcolm I. Heywood
GECCO
2006
Springer
173views Optimization» more  GECCO 2006»
13 years 8 months ago
Pareto-coevolutionary genetic programming classifier
The conversion and extension of the Incremental ParetoCoevolution Archive algorithm (IPCA) into the domain of Genetic Programming classifier evolution is presented. In order to ac...
Michal Lemczyk, Malcolm I. Heywood
GECCO
2006
Springer
141views Optimization» more  GECCO 2006»
13 years 8 months ago
Coevolution of neural networks using a layered pareto archive
The Layered Pareto Coevolution Archive (LAPCA) was recently proposed as an effective Coevolutionary Memory (CM) which, under certain assumptions, approximates monotonic progress i...
German A. Monroy, Kenneth O. Stanley, Risto Miikku...
PPSN
2004
Springer
13 years 10 months ago
Intransitivity in Coevolution
Abstract. We review and investigate the current status of intransitivity as a potential obstacle in coevolution. Pareto-Coevolution avoids intransitivity by translating any standar...
Edwin D. de Jong