Advances in Computational Intelligence

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106,99 

Theory and Practice, Natural Computing Series

ISBN: 3540432698
ISBN 13: 9783540432692
Herausgeber: Hans-Paul Schwefel/Ingo Wegener/K D Weinert
Verlag: Springer Verlag GmbH
Umfang: x, 326 S.
Erscheinungsdatum: 27.11.2002
Format: 2 x 24 x 16.2
Gewicht: 753 g
Produktform: Gebunden/Hardback
Einband: GEB

Broad variety of problems is introduced, motivated, and new results are presentedAn overview provides a systematic approach to Computational Intelligence techniques like fuzzy logic, evolutionary algorithms, and neural networksCurrent CI methods are discussedTheoretical foundations and hihgly relevant application examples complement each otherIncludes supplementary material: sn.pub/extras

Artikelnummer: 281244 Kategorie:

Beschreibung

Autorenporträt

Inhaltsangabe1 Introduction.- I. Fuzzy Logic.- 2 Mathematical Foundations of Fuzzy Inference.- 3 Data-Based Fuzzy Modeling for Complex Applications.- 4 Fuzzy Modeling to Cope with Ambiguities.- II. Evolutionary Algorithms.- 5 Theory of Evolutionary Algorithms and Genetic Programming.- 6 Design of Evolutionary Algorithms and Applications in Surface Reconstruction.- 7 Genetic Programming and Its Application in Machining Technology.- III. Machine Learning and Optimization.- 8 Novel Learning Tasks, Optimization, and Their Application.

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