Patricia Melin; Oscar Castillo; Janusz Kacprzyk Nature-Inspired Design of Hybrid Intelligent Systems 9783319470535

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Автор: Patricia Melin; Oscar Castillo; Janusz Kacprzyk
Название: Nature-Inspired Design of Hybrid Intelligent Systems
ISBN: 9783319470535
Издательство: Springer
Классификация:

Искусственный интеллект

ISBN-10: 3319470531
Обложка/Формат: Hardback
Страницы: 838
Вес: 1.44 кг.
Дата издания: 2017
Серия: Studies in computational intelligence
Язык: English
Издание: 1st ed. 2017
Иллюстрации: 258 illustrations, color; 132 illustrations, black and white; xii, 838 p. 390 illus., 258 illus. in color.
Размер: 234 x 156 x 45
Читательская аудитория: Professional & vocational
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: 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.
Дополнительное описание: 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.- Gene

Nature-Inspired Design of Hybrid Intelligent Systems, Patricia Melin; Oscar Castillo; Janusz Kacprzyk