Nature-inspired design of hybrid intelligent systems

This book highlights recent advances in the design of hybrid intelligent systems based on nature-inspired optimization and their application in areas such as intelligent control and robotics, pattern recognition, time series prediction, and optimization of complex problems. The book is divided into...

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Bibliographic Details
Other Authors Melin, Patricia, 1962- (Editor), Castillo, Oscar, 1959- (Editor), Kacprzyk, Janusz (Editor)
Format Electronic eBook
LanguageEnglish
Published Cham, Switzerland : Springer, 2017.
SeriesStudies in computational intelligence ; v. 667.
Subjects
Fuzzy logic.
Natural computation.
Artificial intelligence > Biological applications.
elektronické knihy
electronic books
Online AccessFull text
ISBN9783319470542
9783319470535
ISSN1860-949X ;
Physical Description1 online resource

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Table of Contents:
  • Type-2 and Intuitionistic Fuzzy Logic: On the Graphical Representation of Intuitionistic Membership Functions for its use in Intuitionistic Fuzzy Inference Systems
  • A gravitational search algorithm using type-2 fuzzy logic for parameter adaptation
  • General Type-2 Fuzzy edge detection in the preprocessing of a face recognition system
  • Interval Type-2 Fuzzy Possibilistic C-Means Optimization using Particle Swarm Optimization
  • Optimization of Type-2 and Type-1 Fuzzy Integrator to Ensemble Neural Network with Fuzzy Weights Adjustment
  • Choquet integral and Interval Type-2 Fuzzy Choquet integral for edge detection
  • An Overview of Granular Computing using Fuzzy Logic Systems.

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