Computational Intelligence Methods and Techniques

Computational Intelligence Methods and Techniques / by Leszek Rutkowski.

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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Bibliographic Details
Main Author: Rutkowski, Leszek (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edition:1st ed. 2008.
Series:Springer eBook Collection.
Subjects:
Applied mathematics.
Engineering mathematics.
Artificial intelligence.
Control engineering.
Robotics.
Mechatronics.
Operations research.
Decision making.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • 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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