Experimental Research in Evolutionary Computation

The New Experimentalism

Paperback Engels 2010 9783642068737
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

This book introduces the new experimentalism in evolutionary computation, providing tools to understand algorithms and programs and their interaction with optimization problems. It develops and applies statistical techniques to analyze and compare modern search heuristics such as evolutionary algorithms and particle swarm optimization. The book bridges the gap between theory and experiment by providing a self-contained experimental methodology and many examples.

Specificaties

ISBN13:9783642068737
Taal:Engels
Bindwijze:paperback
Aantal pagina's:215
Uitgever:Springer Berlin Heidelberg
Druk:0

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Inhoudsopgave

Basics.- Research in Evolutionary Computation.- The New Experimentalism.- Statistics for Computer Experiments.- Optimization Problems.- Designs for Computer Experiments.- Search Algorithms.- Results and Perspectives.- Comparison.- Understanding Performance.- Summary and Outlook.

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        Experimental Research in Evolutionary Computation