國立虎尾科技大學 |

Nature-inspired design of hybrid intelligent systems

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Nature-inspired design of hybrid intelligent systems/ edited by Patricia Melin, Oscar Castillo, Janusz Kacprzyk.
other author:	Melin, Patricia.
Published:	Cham :Springer International Publishing : : 2017.,
Description:	xii, 838 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
Subject:	Fuzzy logic. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-47054-2
ISBN:	9783319470542

Nature-inspired design of hybrid intelligent systems
Nature-inspired design of hybrid intelligent systems[electronic resource] /edited by Patricia Melin, Oscar Castillo, Janusz Kacprzyk. - Cham :Springer International Publishing :2017. - xii, 838 p. :ill., digital ;24 cm. - Studies in computational intelligence,v.6671860-949X ;. - Studies in computational intelligence ;v. 50. .

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.

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.

ISBN: 9783319470542

Standard No.: 10.1007/978-3-319-47054-2doiSubjects--Topical Terms:

528464
Fuzzy logic.

LC Class. No.: QA9.64

Dewey Class. No.: 511.313

Nature-inspired design of hybrid intelligent systems
LDR:02976nam a2200325 a 4500 001 957860
003 DE-He213
005 20170628132755.0
006 m d
007 cr nn 008maaau
008 201118s2017 gw s 0 eng d
020 $a 9783319470542 $q (electronic bk.)
020 $a 9783319470535 $q (paper)
024 7 $a 10.1007/978-3-319-47054-2 $2 doi
035 $a 978-3-319-47054-2
040 $a GP $c GP
041 0 $a eng
050 4 $a QA9.64
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
082 0 4 $a 511.313 $2 23
090 $a QA9.64 $b .N285 2017
245 0 0 $a Nature-inspired design of hybrid intelligent systems $h [electronic resource] / $c edited by Patricia Melin, Oscar Castillo, Janusz Kacprzyk.
260 $a Cham : $c 2017. $b Springer International Publishing : $b Imprint: Springer,
300 $a xii, 838 p. : $b ill., digital ; $c 24 cm.
490 1 $a Studies in computational intelligence, $x 1860-949X ; $v v.667
505 0 $a 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.
520 $a 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.
650 0 $a Fuzzy logic. $3 528464
650 0 $a Natural computation. $3 792599
650 0 $a Artificial intelligence $x Biological applications. $3 600039
650 1 4 $a Engineering. $3 561152
650 2 4 $a Computational Intelligence. $3 768837
700 1 $a Melin, Patricia. $3 678025
700 1 $a Castillo, Oscar. $3 676149
700 1 $a Kacprzyk, Janusz. $3 671325
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer eBooks
830 0 $a Studies in computational intelligence ; $v v. 50. $3 720500 $3 770436
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-47054-2
950 $a Engineering (Springer-11647)