Computational intelligence : concepts to implementations /

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Explores a number of key themes, including self-organization, complex adaptive systems, and emergent computation. This title details the metrics and analytical tools needed to assess the performance of computational intelligence tools. It concludes with a series of case studies that illustrate a ran...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Eberhart, Russell C.
Otros Autores: Shi, Yuhui
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam ; Boston : Elsevier/Morgan Kaufmann Publishers, ©2007.
Temas:
Computational intelligence.
Neural networks (Neurobiology)
Intelligence informatique.
Réseaux neuronaux (Neurobiologie)
COMPUTERS > Enterprise Applications > Business Intelligence Tools.
COMPUTERS > Intelligence (AI) & Semantics.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Front Cover; Computational Intelligence; Copyright Page; Table of Contents; Preface; Chapter 1. Foundations; Chapter 2. Computational Intelligence; Chapter 3. Evolutionary Computation Concepts and Paradigms; Chapter 4. Evolutionary Computation Implementations; Chapter 5. Neural Network Concepts and Paradigms; Chapter 6. Neural Network Implementations; Chapter 7. Fuzzy Systems Conceptsand Paradigms; Chapter 8. Fuzzy Systems Implementations; Chapter 9. Computational Intelligence Implementations; Chapter 10. Performance Metrics; Chapter 11. Analysis and Explanation; Bibliography; Index.

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