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GECCO
2010
Springer
176views Optimization» more  GECCO 2010»
13 years 9 months ago
A hierarchical cooperative evolutionary algorithm
To successfully search multiple coadaptive subcomponents in a solution, we developed a novel cooperative evolutionary algorithm based on a new computational multilevel selection f...
Shelly Xiaonan Wu, Wolfgang Banzhaf
CEC
2010
IEEE
13 years 7 months ago
Coevolutionary Temporal Difference Learning for small-board Go
—In this paper we apply Coevolutionary Temporal Difference Learning (CTDL), a hybrid of coevolutionary search and reinforcement learning proposed in our former study, to evolve s...
Krzysztof Krawiec, Marcin Szubert
GECCO
2003
Springer
114views Optimization» more  GECCO 2003»
14 years 26 days ago
Learning the Ideal Evaluation Function
Abstract. Designing an adequate fitness function requiressubstantial knowledge of a problem and of features that indicate progress towards a solution. Coevolution takes the human ...
Edwin D. de Jong, Jordan B. Pollack
ICTAI
2007
IEEE
14 years 1 months ago
Assessing Hierarchical Cooperative CoEvolution
Recently, many research efforts are directed towards coevolutionary algorithms. The present work aims at the assessment of Hierarchical Cooperative CoEvolution (HCCE) being proper...
Michail Maniadakis, Panos E. Trahanias
EVOW
2005
Springer
14 years 1 months ago
A Multistage Approach to Cooperatively Coevolving Feature Construction and Object Detection
In previous work, we showed how cooperative coevolution could be used to evolve both the feature construction stage and the classification stage of an object detection algorithm. ...
Mark E. Roberts, Ela Claridge