Detailansicht
Experimental Research in Evolutionary Computation
The New Experimentalism, Natural Computing Series
ISBN/EAN: 9783540320265
Umbreit-Nr.: 1861459
Sprache:
Englisch
Umfang: xiv, 215 S.
Format in cm:
Einband:
gebundenes Buch
Erschienen am 20.03.2006
Auflage: 1/2006
- Zusatztext
- InhaltsangabePart I Basics: Research in Evolutionary Computation.- The New Experimentalism.- Statistics for Computer Experiments.- Optimization Problems.- Designs for Computer Experiments.- Search Algorithms.- Part II Results and Perspectives: Comparison.- Understanding Performance.- Summary and Outlook.- References. Index.- Nomenclature.
- Kurztext
- 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
- Autorenportrait
- InhaltsangabeBasics.- 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.