Thomas Bartz-Beielstein
Springer Berlin Heidelberg
0e druk, 2010
9783642068737
Experimental Research in Evolutionary Computation
The New Experimentalism
Specificaties
Paperback, 215 blz.
|
Engels
Springer Berlin Heidelberg |
0e druk, 2010
ISBN13: 9783642068737
Rubricering
Onderdeel van serie
Natural Computing Series
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
Hoofdrubriek:Automatisering algemeen, Computer en informatica
Serie:Natural Computing Series
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.