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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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Bibliographic Details
Main Author: Rutkowski, Leszek
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2008, 2008
Edition:1st ed. 2008
Subjects:
Operations Research
Control, Robotics, Automation
Engineering Mathematics
Artificial Intelligence
Control Engineering
Robotics
Engineering / Data Processing
Applications Of Mathematics
Mathematics
Automation
Operations Research And Decision Theory
Mathematical And Computational Engineering Applications
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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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