Fuzzy Modeling and Fuzzy Control Systems

In recent years, with the rapid development of advanced machine learning, artificial intelligence, robot technology, networked control methods, deep space exploration, and other fields, successful applications in fuzzy control systems or even nonlinear dynamics systems (FCS/NDSs) have emerged. The m...

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יצא לאור: MDPI - Multidisciplinary Digital Publishing Institute 2025
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גישה מקוונת:ONIX_20250220_9783725821655_145
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collection Directory of Open Access Books
description In recent years, with the rapid development of advanced machine learning, artificial intelligence, robot technology, networked control methods, deep space exploration, and other fields, successful applications in fuzzy control systems or even nonlinear dynamics systems (FCS/NDSs) have emerged. The modeling, analysis, and optimal control of FCS/NDSs have received considerable attention in the last two decades. As usual, the design and analysis of classic dynamics systems rely on deterministic mathematical models. However, dynamical systems are riddled with nonlinearity, complexity and time-delay properties, which make it difficult to obtain system optimization. Certain linearization assumptions are often employed to obtain the optimal theoretical closed-form solution in FCS/NDSs, which are inconsistent with the real engineering applications. Therefore, these advanced nonlinear sciences motivate us to explore new solutions to the problems abundant in FCS/NDSs. For this Special Issue, 10 papers have been peer-reviewed and accepted for publication. These papers can be categorized into nonlinear intelligent control, and the readers can read a brief description of each paper in the preface.
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publisher MDPI - Multidisciplinary Digital Publishing Institute
publisherStr MDPI - Multidisciplinary Digital Publishing Institute
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spelling doab-20.500.12854ir-1527812025-02-20T13:03:34Z Fuzzy Modeling and Fuzzy Control Systems Zha, Lijuan Liu, Jian Liu, Jinliang fuzzy control systems nonlinear dynamics systems networked control methods data-driven dynamics nonlinear intelligent control thema EDItEUR::M Medicine and Nursing::MJ Clinical and internal medicine::MJC Diseases and disorders::MJCL Oncology thema EDItEUR::P Mathematics and Science In recent years, with the rapid development of advanced machine learning, artificial intelligence, robot technology, networked control methods, deep space exploration, and other fields, successful applications in fuzzy control systems or even nonlinear dynamics systems (FCS/NDSs) have emerged. The modeling, analysis, and optimal control of FCS/NDSs have received considerable attention in the last two decades. As usual, the design and analysis of classic dynamics systems rely on deterministic mathematical models. However, dynamical systems are riddled with nonlinearity, complexity and time-delay properties, which make it difficult to obtain system optimization. Certain linearization assumptions are often employed to obtain the optimal theoretical closed-form solution in FCS/NDSs, which are inconsistent with the real engineering applications. Therefore, these advanced nonlinear sciences motivate us to explore new solutions to the problems abundant in FCS/NDSs. For this Special Issue, 10 papers have been peer-reviewed and accepted for publication. These papers can be categorized into nonlinear intelligent control, and the readers can read a brief description of each paper in the preface. 2025-02-20T13:03:31Z 2025-02-20T13:03:31Z 2024 book ONIX_20250220_9783725821655_145 9783725821655 9783725821662 https://directory.doabooks.org/handle/20.500.12854/152781 eng application/octet-stream Attribution 4.0 International https://mdpi.com/books/pdfview/book/9971 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-7258-2166-2 10.3390/books978-3-7258-2166-2 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783725821655 9783725821662 214 Basel open access
spellingShingle fuzzy control systems
nonlinear dynamics systems
networked control methods
data-driven dynamics
nonlinear intelligent control
thema EDItEUR::M Medicine and Nursing::MJ Clinical and internal medicine::MJC Diseases and disorders::MJCL Oncology
thema EDItEUR::P Mathematics and Science
Fuzzy Modeling and Fuzzy Control Systems
title Fuzzy Modeling and Fuzzy Control Systems
title_full Fuzzy Modeling and Fuzzy Control Systems
title_fullStr Fuzzy Modeling and Fuzzy Control Systems
title_full_unstemmed Fuzzy Modeling and Fuzzy Control Systems
title_short Fuzzy Modeling and Fuzzy Control Systems
title_sort fuzzy modeling and fuzzy control systems
topic fuzzy control systems
nonlinear dynamics systems
networked control methods
data-driven dynamics
nonlinear intelligent control
thema EDItEUR::M Medicine and Nursing::MJ Clinical and internal medicine::MJC Diseases and disorders::MJCL Oncology
thema EDItEUR::P Mathematics and Science
topic_facet fuzzy control systems
nonlinear dynamics systems
networked control methods
data-driven dynamics
nonlinear intelligent control
thema EDItEUR::M Medicine and Nursing::MJ Clinical and internal medicine::MJC Diseases and disorders::MJCL Oncology
thema EDItEUR::P Mathematics and Science
url ONIX_20250220_9783725821655_145