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Advances in Computational Intelligence: Theory and Practice: Natural Computing Series

Editat de Hans-Paul Schwefel, Ingo Wegener, K.D. Weinert
en Limba Engleză Hardback – 27 noi 2002
The 30 coherently written chapters by leading researchers presented in this anthology are devoted to basic results achieved in computational intelligence since 1997. The book provides complete coverage of the core issues in the field, especially in fuzzy logic and control as well as for evolutionary optimization algorithms including genetic programming, in a comprehensive and systematic way. Theoretical and methodological investigations are complemented by prototypic applications for design and management tasks in electrical engineering, mechanical engineering, and chemical engineering.
This book will become a valuable source of reference for researchers active in computational intelligence. Advanced students and professionals interested in learning about and applying advanced techniques of computational intelligence will appreciate the book as a useful guide enhanced by numerous examples and applications in a variety of fields.
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Specificații

ISBN-13: 9783540432692
ISBN-10: 3540432698
Pagini: 336
Ilustrații: X, 326 p.
Dimensiuni: 155 x 235 x 25 mm
Greutate: 0.76 kg
Ediția:2003
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Natural Computing Series

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Professional/practitioner

Cuprins

1 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.

Recenzii

From the reviews:
"The 30 coherently written chapters by leading researchers presented in this anthology are devoted to basic results achieved in computational intelligence since 1997. … This book will become a valuable source of reference for researchers active in computational intelligence. Advanced students and professionals interested in learning about and applying advanced techniques of computational intelligence will appreciate the book as a useful guide enhanced by numerous examples and applications in a variety of fields." (PHINEWS, Vol. 2, October 2002)

Caracteristici

Broad variety of problems is introduced, motivated, and new results are presented An overview provides a systematic approach to Computational Intelligence techniques like fuzzy logic, evolutionary algorithms, and neural networks Current CI methods are discussed Theoretical foundations and hihgly relevant application examples complement each other Includes supplementary material: sn.pub/extras