Nature-Inspired Design of Hybrid Intelligent Systems (häftad)
Format
Häftad (Paperback / softback)
Språk
Engelska
Antal sidor
838
Utgivningsdatum
2018-07-05
Upplaga
Softcover reprint of the original 1st ed. 2017
Förlag
Springer International Publishing AG
Medarbetare
Castillo, Oscar / Kacprzyk, Janusz
Illustrationer
258 Illustrations, color; 132 Illustrations, black and white; XII, 838 p. 390 illus., 258 illus. in
Dimensioner
234 x 156 x 43 mm
Vikt
1171 g
Antal komponenter
1
Komponenter
1 Paperback / softback
ISBN
9783319836508
Nature-Inspired Design of Hybrid Intelligent Systems (häftad)

Nature-Inspired Design of Hybrid Intelligent Systems

Häftad Engelska, 2018-07-05
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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 in diverse 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.
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  1. Nature-Inspired Design of Hybrid Intelligent Systems
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De som köpt den här boken har ofta också köpt Practical Issues of Intelligent Innovations av Vassil Sgurev, Vladimir Jotsov, Janusz Kacprzyk (häftad).

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Innehållsförteckning

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.