E-Book, Englisch, 215 Seiten, eBook
Reihe: Natural Computing Series
Bartz-Beielstein Experimental Research in Evolutionary Computation
2006
ISBN: 978-3-540-32027-2
Verlag: Springer
Format: PDF
Kopierschutz: 1 - PDF Watermark
The New Experimentalism
E-Book, Englisch, 215 Seiten, eBook
Reihe: Natural Computing Series
ISBN: 978-3-540-32027-2
Verlag: Springer
Format: PDF
Kopierschutz: 1 - PDF Watermark
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.
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
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.
