| 书目名称 | Differential Evolution Algorithm with Type-2 Fuzzy Logic for Dynamic Parameter Adaptation with Appli | | 编辑 | Oscar Castillo,Patricia Ochoa,Jose Soria | | 视频video | | | 概述 | Focuses on the fields of fuzzy logic, bio-inspired algorithm, especially the differential evolution algorithm and also considering the fuzzy control area.Demonstrates that using fuzzy systems combined | | 丛书名称 | SpringerBriefs in Applied Sciences and Technology | | 图书封面 |  | | 描述 | .This book focuses on the fields of fuzzy logic, bio-inspired algorithm, especially the differential evolution algorithm and also considering the fuzzy control area. The main idea is that these two areas together can help solve various control problems and to find better results. In this book, the authors test the proposed method using five benchmark control problems. First, the water tank, temperature, mobile robot, and inverted pendulum controllers are considered. For these 4 problems, experimentation was carried out using a Type-1 fuzzy system and an Interval Type-2 system. The last control problem was the D.C. motor, for which the experiments were performed with Type-1, Interval Type-2, and Generalized Type-2 fuzzy systems. When we use fuzzy systems combined with the differential evolution algorithm, we can notice that the results obtained in each of the controllers are better and with increasing uncertainty, the results are even better. For this reason, the authors consider in this book the proposed method using fuzzy systems and the differential evolution algorithm to improve the fuzzy controllers’ behavior in complex control problems.. | | 出版日期 | Book 2021 | | 关键词 | Computational Intelligence; Fuzzy Logic; Differential Evolution Algorithm; Fuzzy Controller; Complex Con | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-62133-9 | | isbn_softcover | 978-3-030-62132-2 | | isbn_ebook | 978-3-030-62133-9Series ISSN 2191-530X Series E-ISSN 2191-5318 | | issn_series | 2191-530X | | copyright | The Author(s), under exclusive license to Springer Nature Switzerland AG 2021 |
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发表于 2025-3-21 17:16:39
