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Titlebook: Recent Advances of Hybrid Intelligent Systems Based on Soft Computing; Patricia Melin,Oscar Castillo,Janusz Kacprzyk Book 2021 The Editor(

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书目名称Recent Advances of Hybrid Intelligent Systems Based on Soft Computing
编辑Patricia Melin,Oscar Castillo,Janusz Kacprzyk
视频video
概述Describes the most recent advances on fuzzy logic, neural networks, and optimization algorithms, as well as their hybrid intelligent combinations, and their applications in areas such as intelligent c
丛书名称Studies in Computational Intelligence
图书封面Titlebook: Recent Advances of Hybrid Intelligent Systems Based on Soft Computing;  Patricia Melin,Oscar Castillo,Janusz Kacprzyk Book 2021 The Editor(
描述.This book describes recent advances on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, and their application in areas such as intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction and optimization of complex problems. The book contains a collection of papers focused on hybrid intelligent systems based on soft computing. There are some papers with the main theme of type-1 and type-2 fuzzy logic, which basically consists of papers that propose new concepts and algorithms based on type-1 and type-2 fuzzy logic and their applications. There are also some papers that present theory and practice of meta-heuristics in different areas of application. Another group of papers describes diverse applications of fuzzy logic, neural networks and hybrid intelligent systems in medical applications. There are also some papers that present theory and practice of neural networks in different areas of application. In addition, there are papers that present theory and practice of optimization and evolutionary algorithms in different areas of application. Finally, there are some papers describing applications of
出版日期Book 2021
关键词Computational Intelligence; Fuzzy Logic; Neural Networks; Optimization Algorithms; Hybrid Intelligent Sy
版次1
doihttps://doi.org/10.1007/978-3-030-58728-4
isbn_softcover978-3-030-58730-7
isbn_ebook978-3-030-58728-4Series ISSN 1860-949X Series E-ISSN 1860-9503
issn_series 1860-949X
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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Performance Comparison of Parallel PSO-GA Algorithm with Dynamic Parameter Adjustment Using Type-1 logic systems. In addition, the use of migration blocks in the PSO and Genetic Algorithm (GA) optimization methods is used to help each other to reach the best possible solution, which is also investigated in detail. The hybrid PSO-GA approach offers good simulation results outperforming individually the PSO and GA methods.
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ranges widely across time and policy areas to give a comprehensive analysis of the Parliament’s changing institutional position.”.—Michael Shackleton, Professor of European Institutions, Maastricht University, The Netherlands, and former EP official.This book analyses the European Parliament’s strat
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Martha Pulido,Patricia Melinthe 8th and 9th EP. The findings show that there are similarities but also clear differences between political groups in relation to each of the four layers, which enhances our understanding of variations in negotiating power and democracy in the different political groups.
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