
Nature-Inspired Design of Hybrid Intelligent Systems
Springer (Publisher)
Published on 16. December 2016
Book
Hardback
XII, 838 pages
978-3-319-47053-5 (ISBN)
Description
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 seven main parts, the first of which addresses theoretical aspects of and new concepts and algorithms based on type-2 and intuitionistic fuzzy logic systems. The second part focuses on neural network theory, and explores the applications of neural networks in diverse areas, such as time series prediction and pattern recognition. The book's third part presents enhancements to meta-heuristics based on fuzzy logic techniques and describes new nature-inspired optimization algorithms that employ fuzzy dynamic adaptation of parameters, while the fourth part presents diverse applications of nature-inspired optimization algorithms. In turn, the fifth part investigates applications of fuzzy logic indiverse areas, such as time series prediction and pattern recognition. The sixth part examines new optimization algorithms and their applications. Lastly, the seventh part is dedicated to the design and application of different hybrid intelligent systems.
More details
Series
Edition
1st ed. 2017
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
132 s/w Abbildungen, 258 farbige Abbildungen
XII, 838 p. 390 illus., 258 illus. in color.
Dimensions
Height: 241 mm
Width: 160 mm
Thickness: 51 mm
Weight
1425 gr
ISBN-13
978-3-319-47053-5 (9783319470535)
DOI
10.1007/978-3-319-47054-2
Schweitzer Classification
Other editions
Additional editions

Patricia Melin | Oscar Castillo | Janusz Kacprzyk
Nature-Inspired Design of Hybrid Intelligent Systems
Book
07/2018
Springer
€213.99
Shipment within 10-15 days

Patricia Melin | Oscar Castillo | Janusz Kacprzyk
Nature-Inspired Design of Hybrid Intelligent Systems
E-Book
12/2016
Springer
€213.99
Available for download
Content
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.