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CORR
2010
Springer
122views Education» more  CORR 2010»
15 years 3 months ago
Open-Ended Evolutionary Robotics: an Information Theoretic Approach
This paper is concerned with designing self-driven fitness functions for Embedded Evolutionary Robotics. The proposed approach considers the entropy of the sensori-motor stream gen...
Pierre Delarboulas, Marc Schoenauer, Michèl...
ARTMED
2002
121views more  ARTMED 2002»
15 years 3 months ago
An evolutionary artificial neural networks approach for breast cancer diagnosis
This paper presents an evolutionary artificial neural network approach based on the pareto differential evolution algorithm augmented with local search for the prediction of breas...
Hussein A. Abbass
135
Voted
EUROGP
2006
Springer
138views Optimization» more  EUROGP 2006»
15 years 7 months ago
Evolving Crossover Operators for Function Optimization
Abstract. A new model for evolving crossover operators for evolutionary function optimization is proposed in this paper. The model is a hybrid technique that combines a Genetic Pro...
Laura Diosan, Mihai Oltean
GECCO
2004
Springer
148views Optimization» more  GECCO 2004»
15 years 8 months ago
Evolving Local Search Heuristics for SAT Using Genetic Programming
Satisfiability testing (SAT) is a very active area of research today, with numerous real-world applications. We describe CLASS2.0, a genetic programming system for semi-automatica...
Alex S. Fukunaga
ICEC
1994
147views more  ICEC 1994»
15 years 4 months ago
VLSI Circuit Synthesis Using a Parallel Genetic Algorithm
A parallel implementation of a genetic algorithm used to evolve simple analog VLSI circuits is described. The parallel computer system consisted of twenty distributed SPARC workst...
Mike Davis, Luoping Liu, John G. Elias