Computational Intelligence Methods and Techniques /

This book focuses on various techniques of computational intelligence, both single ones and those which form hybrid methods. Those techniques are today commonly applied issues of artificial intelligence, e.g. to process speech and natural language, build expert systems and robots. The first part of...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Rutkowski, Leszek (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Temas:
Engineering mathematics.
Engineering-Data processing.
Artificial intelligence.
Mathematics.
Control engineering.
Robotics.
Automation.
Operations research.
Mathematical and Computational Engineering Applications.
Artificial Intelligence.
Applications of Mathematics.
Control, Robotics, Automation.
Operations Research and Decision Theory.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Selected issues of artificial intelligence
  • Methods of knowledge representation using rough sets
  • Methods of knowledge representation using type-1 fuzzy sets
  • Methods of knowledge representation using type-2 fuzzy sets
  • Neural networks and their learning algorithms
  • Evolutionary algorithms
  • Data clustering methods
  • Neuro-fuzzy systems of Mamdani, logical and Takagi-Sugeno type
  • Flexible neuro-fuzzy systems.

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