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» On the Brittleness of Evolutionary Algorithms
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CEC
2005
IEEE
16 years 1 days ago
On the complexity of overcoming gaps with isotropic mutations and elitist selection
We consider the (1+λ) evolution strategy, an evolutionary algorithm for minimization in Rn , using isotropic mutations. Thus, for instance, Gaussian mutations adapted by the 1/5-r...
Jens Jägersküpper
DATE
2005
IEEE
121views Hardware» more  DATE 2005»
16 years 1 days ago
Fault-Trajectory Approach for Fault Diagnosis on Analog Circuits
This issue discusses the fault-trajectory approach suitability for fault diagnosis on analog networks. Recent works have shown promising results concerning a method based on this ...
Carlos Eduardo Savioli, Claudio C. Czendrodi, Jos&...
GECCO
2005
Springer
147views Optimization» more  GECCO 2005»
15 years 12 months ago
Unbiased tournament selection
Tournament selection is a popular form of selection which is commonly used with genetic algorithms, genetic programming and evolutionary programming. However, tournament selection...
Artem Sokolov, Darrell Whitley
GECCO
2005
Springer
139views Optimization» more  GECCO 2005»
15 years 12 months ago
Alternative implementations of the Griewangk function
The well-known Griewangk function, used for evaluation of evolutionary algorithms, becomes easier as the number of dimensions grows. This paper suggests three alternative implemen...
Artem Sokolov, L. Darrell Whitley, Monte Lunacek
PREMI
2005
Springer
15 years 12 months ago
Parallel Island Model for Attribute Reduction
Abstract. We develop a framework for parallel computation of the optimal rough set decision reducts from data. We adapt the island model for evolutionary computing. The idea is to ...
Mohammad M. Rahman, Dominik Slezak, Jakub Wroblews...