國立虎尾科技大學 |

Nature-inspired design of hybrid intelligent systems

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Nature-inspired design of hybrid intelligent systems/ edited by Patricia Melin, Oscar Castillo, Janusz Kacprzyk.
其他作者:	Melin, Patricia.
出版者:	Cham :Springer International Publishing : : 2017.,
面頁冊數:	xii, 838 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Fuzzy logic. -
電子資源:	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
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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.
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