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GECCO
2009
Springer
159views Optimization» more  GECCO 2009»
14 years 8 days ago
Bayesian network structure learning using cooperative coevolution
We propose a cooperative-coevolution – Parisian trend – algorithm, IMPEA (Independence Model based Parisian EA), to the problem of Bayesian networks structure estimation. It i...
Olivier Barrière, Evelyne Lutton, Pierre-He...
PPSN
2004
Springer
14 years 1 months ago
A Visual Demonstration of Convergence Properties of Cooperative Coevolution
Abstract. We introduce a model for cooperative coevolutionary algorithms (CCEAs) using partial mixing, which allows us to compute the expected long-run convergence of such algorith...
Liviu Panait, R. Paul Wiegand, Sean Luke
CIRA
2007
IEEE
152views Robotics» more  CIRA 2007»
14 years 2 months ago
Co-Evolution of Sensor Morphology and Control on a Simulated Legged Robot
— This paper discusses utilizing genetic algorithms to automatically design a suitable sensor morphology and controller for a given task in categories of environments. The type o...
Gary B. Parker, Pramod J. Nathan
EVOW
2009
Springer
14 years 2 months ago
Grid Coevolution for Adaptive Simulations: Application to the Building of Opening Books in the Game of Go
This paper presents a successful application of parallel (grid) coevolution applied to the building of an opening book (OB) in 9x9 Go. Known sayings around the game of Go are refou...
Pierre Audouard, Guillaume Chaslot, Jean-Baptiste ...
GECCO
2004
Springer
135views Optimization» more  GECCO 2004»
14 years 1 months ago
CellNet Co-Ev: Evolving Better Pattern Recognizers Using Competitive Co-evolution
A model for the co-evolution of patterns and classifiers is presented. The CellNet system for generating binary classifiers is used as a base for experimentation. The CellNet syste...
Taras Kowaliw, Nawwaf N. Kharma, Chris Jensen, Hus...