Computational Intelligence : Methods and Techniques /

Computational Intelligence : Methods and Techniques /

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.
Subjects:
Applied mathematics.
Engineering mathematics.
Artificial intelligence.
Control engineering.
Robotics.
Mechatronics.
Operations research.
Decision making.
Mathematical and Computational Engineering.
Artificial Intelligence.
Applications of Mathematics.
Control, Robotics, Mechatronics.
Operations Research/Decision Theory.
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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