Experimental Research in Evolutionary Computation The New Experimentalism
Innbundet /
2006
/ Engelsk
Produktdetaljer
ISBN
9783540320265
Publisert
2006-03-20
Utgiver
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
14
Forfatter
Introduces the experimentalism in evolutionary computation, providing tools to understand algorithms and programs and their interaction with optimization problems. This book develops and applies statistical techniques to analyze and compare modern search heuristics such as evolutionary algorithms and particle swarm optimization.
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There are no directly competing books that combine modern statistical approaches and evolutionary computing approaches in the design of experiments and the solution to optimization problems, and the author is very well positioned to address this gap given his background in industrial research on evolutionary computing applications, a corresponding academic research position, and corresponding teaching experience. He has run the tutorial directly relevant to this topic at the main conference in the field, and will do so again in 2006. Includes supplementary material: sn.pub/extras
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Produktdetaljer
ISBN
9783540320265
Publisert
2006-03-20
Utgiver
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
14
Forfatter