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Computational intelligence : methods and techniques /

Bibliographic Details
Main Author: Rutkowski, Leszek
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Berlin : Springer, [2008]
Edition:English ed.
Subjects:
Artificial intelligence.
Computational intelligence.
Soft computing.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Introduction
  • 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.