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Different Applications of Cascaded Genetic Algorithms: Data Clustering, Function Optimization and Shape Recognition - Softcover

Garai, Gautam

 
9783639282702: Different Applications of Cascaded Genetic Algorithms: Data Clustering, Function Optimization and Shape Recognition
Softcover
ISBN 10: 3639282701 ISBN 13: 9783639282702
Verlag: VDM Verlag Dr. Müller, 2010

Inhaltsangabe

The Ph.D. thesis presents a newly designed novel Genetic Algorithm namely, CAscaded Genetic Algorithm (CAGA). The ultimate goal of the method is to provide the enhancement of the conventional GAs. CAGA eliminates the possibility to be trapped in a local optimum which is the primary drawback of the conventional GA. The hybrid version of CAGA has very well demonstrates this criterion. The cascaded method has been applied on data clustering, function optimization and shape recognition. The results of CAGA shows that it outperforms or equally performs compared to the relevant genetic algorithms.

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Verlag
VDM Verlag Dr. Müller
Erscheinungsdatum
2010
Sprache
Englisch
ISBN 10 
3639282701
ISBN 13 
9783639282702
Einband
Taschenbuch
Anzahl der Seiten
248
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Verlag Unser Wissen
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland