Design of Fuzzy Type-1 and Interval Type-2 Fuzzy-Based Harmonic Search Optimization Algorithms for Uncertain Systems: Fault-Tolerant Control Utilization

The purpose of this study is to enhance the efficacy of the harmonic search (HS) algorithm with dynamically changing evolutionary optimization method parameters utilizing fuzzy type-1 (FT1) and interval type-2 fuzzy systems (IT2FS) [...]

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Main Author: Himanshukumar Rajendrabhai Patel
Format: Article
Language:English
Published: MDPI AG 2024-05-01
Series:Proceedings
Subjects:
Online Access:https://www.mdpi.com/2504-3900/105/1/31
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author Himanshukumar Rajendrabhai Patel
author_facet Himanshukumar Rajendrabhai Patel
author_sort Himanshukumar Rajendrabhai Patel
collection DOAJ
description The purpose of this study is to enhance the efficacy of the harmonic search (HS) algorithm with dynamically changing evolutionary optimization method parameters utilizing fuzzy type-1 (FT1) and interval type-2 fuzzy systems (IT2FS) [...]
format Article
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institution Kabale University
issn 2504-3900
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publishDate 2024-05-01
publisher MDPI AG
record_format Article
series Proceedings
spelling doaj-art-f973282fca8e4a0b8565d44916c9d8982025-08-20T03:44:00ZengMDPI AGProceedings2504-39002024-05-0110513110.3390/proceedings2024105031Design of Fuzzy Type-1 and Interval Type-2 Fuzzy-Based Harmonic Search Optimization Algorithms for Uncertain Systems: Fault-Tolerant Control UtilizationHimanshukumar Rajendrabhai Patel0Department of Instrumentation and Control, Faculty of Technology, Dharmsinh Desai University, Nadiad 387001, Gujarat, IndiaThe purpose of this study is to enhance the efficacy of the harmonic search (HS) algorithm with dynamically changing evolutionary optimization method parameters utilizing fuzzy type-1 (FT1) and interval type-2 fuzzy systems (IT2FS) [...]https://www.mdpi.com/2504-3900/105/1/31harmonic search algorithmfuzzy controllerType-2 fuzzy systemsfuzzy sets
spellingShingle Himanshukumar Rajendrabhai Patel
Design of Fuzzy Type-1 and Interval Type-2 Fuzzy-Based Harmonic Search Optimization Algorithms for Uncertain Systems: Fault-Tolerant Control Utilization
Proceedings
harmonic search algorithm
fuzzy controller
Type-2 fuzzy systems
fuzzy sets
title Design of Fuzzy Type-1 and Interval Type-2 Fuzzy-Based Harmonic Search Optimization Algorithms for Uncertain Systems: Fault-Tolerant Control Utilization
title_full Design of Fuzzy Type-1 and Interval Type-2 Fuzzy-Based Harmonic Search Optimization Algorithms for Uncertain Systems: Fault-Tolerant Control Utilization
title_fullStr Design of Fuzzy Type-1 and Interval Type-2 Fuzzy-Based Harmonic Search Optimization Algorithms for Uncertain Systems: Fault-Tolerant Control Utilization
title_full_unstemmed Design of Fuzzy Type-1 and Interval Type-2 Fuzzy-Based Harmonic Search Optimization Algorithms for Uncertain Systems: Fault-Tolerant Control Utilization
title_short Design of Fuzzy Type-1 and Interval Type-2 Fuzzy-Based Harmonic Search Optimization Algorithms for Uncertain Systems: Fault-Tolerant Control Utilization
title_sort design of fuzzy type 1 and interval type 2 fuzzy based harmonic search optimization algorithms for uncertain systems fault tolerant control utilization
topic harmonic search algorithm
fuzzy controller
Type-2 fuzzy systems
fuzzy sets
url https://www.mdpi.com/2504-3900/105/1/31
work_keys_str_mv AT himanshukumarrajendrabhaipatel designoffuzzytype1andintervaltype2fuzzybasedharmonicsearchoptimizationalgorithmsforuncertainsystemsfaulttolerantcontrolutilization