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EMO
2006
Springer
173views Optimization» more  EMO 2006»
14 years 1 months ago
Differential Evolution versus Genetic Algorithms in Multiobjective Optimization
This paper presents a comprehensive comparison between the performance of state-of-the-art genetic algorithms NSGA-II, SPEA2 and IBEA and their differential evolution based variant...
Tea Tusar, Bogdan Filipic
NCA
2010
IEEE
13 years 8 months ago
Genetic algorithm-based training for semi-supervised SVM
The Support Vector Machine (SVM) is an interesting classifier with excellent power of generalization. In this paper, we consider applying the SVM to semi-supervised learning. We p...
Mathias M. Adankon, Mohamed Cheriet
GECCO
2000
Springer
14 years 1 months ago
Modeling GA Performance for Control Parameter Optimization
Optimization of the control parameters of genetic algorithms is often a time consuming and tedious task. In this work we take the meta-level genetic algorithm approach to control ...
Vincent A. Cicirello, Stephen F. Smith
DPD
2002
163views more  DPD 2002»
13 years 9 months ago
Evolutionary Techniques for Web Caching
Web caching has been proposed as an effective solution to the problems of network traffic and congestion, Web objects access and Web load balancing. This paper presents a model for...
Athena Vakali
NPL
2002
103views more  NPL 2002»
13 years 9 months ago
Emergence of Orienting Behavior in Ecological Neural Networks
Weinvestigatedthe emergenceoforientingbehavior in arti
Paolo Bartolomeo, Luigi Pagliarini, Domenico Paris...