Parameter Reduction in Fuzzy Soft Set Based on Whale Optimization Algorithm

Parameter reduction is one of the hot topics in soft set theory. Deleting redundant parameters can reduce data and make decision effectively. In this article parameter reduction in fuzzy soft sets based on score decision-making method is discussed. The parameter reduction becomes more and more diffi...

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Autores principales:	Zhi Kong, Jie Zhao, Qingfeng Yang, Jianwei Ai, Lifu Wang
Formato:	article
Lenguaje:	EN
Publicado:	IEEE 2020
Materias:	Fuzzy soft set parameter reduction whale optimization algorithm score method Electrical engineering. Electronics. Nuclear engineering TK1-9971
Acceso en línea:	https://doaj.org/article/2716035408694791829f9a515d25a633
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spelling	oai:doaj.org-article:2716035408694791829f9a515d25a6332021-11-19T00:04:47ZParameter Reduction in Fuzzy Soft Set Based on Whale Optimization Algorithm2169-353610.1109/ACCESS.2020.3041907https://doaj.org/article/2716035408694791829f9a515d25a6332020-01-01T00:00:00Zhttps://ieeexplore.ieee.org/document/9276415/https://doaj.org/toc/2169-3536Parameter reduction is one of the hot topics in soft set theory. Deleting redundant parameters can reduce data and make decision effectively. In this article parameter reduction in fuzzy soft sets based on score decision-making method is discussed. The parameter reduction becomes more and more difficult with the number of parameters increasing. In order to find reduction quickly, a mathematical model of parameter reduction based on the score decision-making method is constructed, and the whale optimization algorithm is improved and tested. Finally, the reduction is obtained by using the improved whale optimization algorithm. The simulation results show that the method is effective.Zhi KongJie ZhaoQingfeng YangJianwei AiLifu WangIEEEarticleFuzzy soft setparameter reductionwhale optimization algorithmscore methodElectrical engineering. Electronics. Nuclear engineeringTK1-9971ENIEEE Access, Vol 8, Pp 217268-217281 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	Fuzzy soft set parameter reduction whale optimization algorithm score method Electrical engineering. Electronics. Nuclear engineering TK1-9971
spellingShingle	Fuzzy soft set parameter reduction whale optimization algorithm score method Electrical engineering. Electronics. Nuclear engineering TK1-9971 Zhi Kong Jie Zhao Qingfeng Yang Jianwei Ai Lifu Wang Parameter Reduction in Fuzzy Soft Set Based on Whale Optimization Algorithm
description	Parameter reduction is one of the hot topics in soft set theory. Deleting redundant parameters can reduce data and make decision effectively. In this article parameter reduction in fuzzy soft sets based on score decision-making method is discussed. The parameter reduction becomes more and more difficult with the number of parameters increasing. In order to find reduction quickly, a mathematical model of parameter reduction based on the score decision-making method is constructed, and the whale optimization algorithm is improved and tested. Finally, the reduction is obtained by using the improved whale optimization algorithm. The simulation results show that the method is effective.
format	article
author	Zhi Kong Jie Zhao Qingfeng Yang Jianwei Ai Lifu Wang
author_facet	Zhi Kong Jie Zhao Qingfeng Yang Jianwei Ai Lifu Wang
author_sort	Zhi Kong
title	Parameter Reduction in Fuzzy Soft Set Based on Whale Optimization Algorithm
title_short	Parameter Reduction in Fuzzy Soft Set Based on Whale Optimization Algorithm
title_full	Parameter Reduction in Fuzzy Soft Set Based on Whale Optimization Algorithm
title_fullStr	Parameter Reduction in Fuzzy Soft Set Based on Whale Optimization Algorithm
title_full_unstemmed	Parameter Reduction in Fuzzy Soft Set Based on Whale Optimization Algorithm
title_sort	parameter reduction in fuzzy soft set based on whale optimization algorithm
publisher	IEEE
publishDate	2020
url	https://doaj.org/article/2716035408694791829f9a515d25a633
work_keys_str_mv	AT zhikong parameterreductioninfuzzysoftsetbasedonwhaleoptimizationalgorithm AT jiezhao parameterreductioninfuzzysoftsetbasedonwhaleoptimizationalgorithm AT qingfengyang parameterreductioninfuzzysoftsetbasedonwhaleoptimizationalgorithm AT jianweiai parameterreductioninfuzzysoftsetbasedonwhaleoptimizationalgorithm AT lifuwang parameterreductioninfuzzysoftsetbasedonwhaleoptimizationalgorithm
_version_	1718420657619861504

Parameter Reduction in Fuzzy Soft Set Based on Whale Optimization Algorithm

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