Genetic Algorithms and Soft Computing

Hrsg. v. Herrera, Francisco /Verdegay, Jose L.

ISBN 10: 379080956X / ISBN 13: 9783790809565

Editore: Physica-Verlag, 1996

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Zustand: Sehr gut | Seiten: 709 | Produktart: Sonstiges.

Codice articolo 30823/202

Dati bibliografici

• Titolo: Genetic Algorithms and Soft Computing
• Editore: Physica-Verlag
• Data di pubblicazione: 1996
• Lingua: Inglese
• ISBN 10: 379080956X
• ISBN 13: 9783790809565
• Rilegatura: Rilegato
• Condizione: Sehr gut
• Cataloghi dei venditori:
  • Sonstiges

Descrizione articolo

Riassunto

Soft Computing is concerned with modes of computing in which precision is treated for tractability, robustness and ease of implementation, and it contains Fuzzy Sets and Genetic Algorithms among its components. Each of them have different advantages to deal with nonlinearity or explicit knowledge expression, but learning capability, as well as global and local search approaches provided by Genetic Algorithms are remarkable. This book will be revealing for all those interested in new developments and practical applications in the interface between Soft Computing and Genetic Algorithms.

Contenuti

Contents: Foundations.- Fuzzy Logic Based Techniques in Genetic Algorithms.- Learning in Fuzzy Controllers.- Optimization of Fuzzy Controllers.- Fuzzy Classifier Systems.- Fuzzy Neural Nets.- Genetic Algorithms in Fuzzy Contexts.- Applications.