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Titlebook: Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine; Oscar Castillo,Patricia Melin Book 2020 Springer Nature Switzerla

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发表于 2025-3-21 19:57:34 | 显示全部楼层 |阅读模式
书目名称Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine
编辑Oscar Castillo,Patricia Melin
视频video
概述Presents the latest research on Intelligent Systems applied to Control, Pattern Recognition and Medicine.Describes recent advances in fuzzy logic, neural networks and optimization algorithms, as well
丛书名称Studies in Computational Intelligence
图书封面Titlebook: Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine;  Oscar Castillo,Patricia Melin Book 2020 Springer Nature Switzerla
描述This book describes the latest advances in fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, and their applications in areas such as: intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction, and optimization of complex problems. The book is divided into five main parts. The first part proposes new concepts and algorithms based on type-1 and type-2 fuzzy logic and their applications; the second explores new concepts and algorithms in neural networks and fuzzy logic applied to recognition. The third part examines the theory and practice of meta-heuristics in various areas of application, while the fourth highlights diverse applications of fuzzy logic, neural networks and hybrid intelligent systems in medical contexts. Finally, the fifth part focuses on applications of fuzzy logic, neural networks and meta-heuristics to robotics problems..
出版日期Book 2020
关键词Computational Intelligence; Hybrid Intelligent Systems; Intelligent Systems; Intelligent Control; Contro
版次1
doihttps://doi.org/10.1007/978-3-030-34135-0
isbn_softcover978-3-030-34137-4
isbn_ebook978-3-030-34135-0Series ISSN 1860-949X Series E-ISSN 1860-9503
issn_series 1860-949X
copyrightSpringer Nature Switzerland AG 2020
The information of publication is updating

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Comparison of Fuzzy Controller Optimization with Dynamic Parameter Adjustment Based on of Type-1 andzzy logic to the Firefly Algorithm (FA). The FA is used for optimizations parameters of the membership functions in the fuzzy controllers. The dynamic adjustment is applied to the randomness parameter of the search space, which represents the exploration of the method, avoiding stagnation or prematu
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