| 书目名称 | General Type-2 Fuzzy Logic in Dynamic Parameter Adaptation for the Harmony Search Algorithm |
| 编辑 | Fevrier Valdez,Cinthia Peraza,Oscar Castillo |
| 视频video | |
| 概述 | Focuses on the fields of fuzzy logic and metaheuristic algorithms, especially the harmony search algorithm and fuzzy control.Presents a parameter adaptation solution in the original harmony search alg |
| 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 and metaheuristic algorithms, particularly the harmony search algorithm and fuzzy control. There are currently several types of metaheuristics used to solve a range of real-world of problems, and these metaheuristics contain parameters that are usually fixed throughout the iterations. However, a number of techniques are also available that dynamically adjust the parameters of an algorithm, such as probabilistic fuzzy logic..This book proposes a method of addressing the problem of parameter adaptation in the original harmony search algorithm using type-1, interval type-2 and generalized type-2 fuzzy logic. The authors applied this methodology to the resolution of problems of classical benchmark mathematical functions, CEC 2015, CEC2017 functions and to the optimization of various fuzzy logic control cases, and tested the method using six benchmark control problems – four of the Mamdani type: the problem of filling a water tank, theproblem of controlling the temperature of a shower, the problem of controlling the trajectory of an autonomous mobile robot and the problem of controlling the speed of an engine; and two of the Sugeno type: t |
| 出版日期 | Book 2020 |
| 关键词 | Computational Intelligence; Fuzzy Logic; Generalized Type-2 Fuzzy Logic; Harmon Search Algorithm; Dynami |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-030-43950-7 |
| isbn_softcover | 978-3-030-43949-1 |
| isbn_ebook | 978-3-030-43950-7Series ISSN 2191-530X Series E-ISSN 2191-5318 |
| issn_series | 2191-530X |
| copyright | The Author(s), under exclusive license to Springer Nature Switzerland AG 2020 |
发表于 2025-3-21 18:19:18
