Soft set theory acts as a fundamental tool for handling the uncertainty in the data by adding a parameterization factor during the process as compared to fuzzy and intuitionistic fuzzy set theories. Under this environment, dual hesitant fuzzy soft set (DHFSS) is one of the most successful extensions of a fuzzy soft set in which preferences are represented in terms of a set of possible values than a single number. In this paper, some new aggregation operators, namely, dual hesitant fuzzy soft weighted averaging and geometric operators proposed along with their proofs to aggregate the different preferences of the decision-makers. Various desirable properties of its are also investigated in details. Further, these aggregation operators are extended to its generalized operator by incorporating the attitude character of the decision-maker towards the data. In this study, multicriteria decision-making approach is presented based on the proposed operators for solving the decision-making problems. An illustrative example present to demonstrate the approach under DHFSS environment and compared their results with some of the existing approaches results. The proposed measures illustrate with case studies along with the effect of the different parameters on the ordering of the objects which makes the proposed operators more flexible and offers the various choices to the decision-maker for assessing the decisions. From the study, it is concluded that the proposed approach provides a more practical nature to the decision-maker during the aggregation process and hence demonstrate that they place an alternative way for solving the decision-making problems.
机构:
School of Business and Administration, Chongqing University of Science & TechnologySchool of Business and Administration, Chongqing University of Science & Technology
Qian YU
Jun CAO
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School of Business and Administration, Chongqing University of Science & TechnologySchool of Business and Administration, Chongqing University of Science & Technology
Jun CAO
Ling TAN
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机构:
School of Business and Administration, Chongqing University of Science & TechnologySchool of Business and Administration, Chongqing University of Science & Technology
Ling TAN
Yubing ZHAI
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机构:
School of Management and Economics, Beijing Institute of TechnologySchool of Business and Administration, Chongqing University of Science & Technology
Yubing ZHAI
Jiongyan LIU
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机构:
School of Business and Administration, Chongqing University of Science & TechnologySchool of Business and Administration, Chongqing University of Science & Technology
机构:
Zhejiang Univ Finance & Econ, Sch Informat, Hangzhou, Zhejiang, Peoples R ChinaZhejiang Univ Finance & Econ, Sch Informat, Hangzhou, Zhejiang, Peoples R China
Yu, Dejian
Zhang, Wenyu
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Zhejiang Univ Finance & Econ, Sch Informat, Hangzhou, Zhejiang, Peoples R ChinaZhejiang Univ Finance & Econ, Sch Informat, Hangzhou, Zhejiang, Peoples R China
Zhang, Wenyu
Huang, George
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Univ Hong Kong, Dept Ind & Mfg Syst Engn, HKU ZIRI Lab Phys Internet, Pokfulam Rd, Hong Kong, Hong Kong, Peoples R ChinaZhejiang Univ Finance & Econ, Sch Informat, Hangzhou, Zhejiang, Peoples R China
机构:
Sichuan Normal Univ, Sch Business, Chengdu 610101, Sichuan, Peoples R ChinaSichuan Normal Univ, Sch Business, Chengdu 610101, Sichuan, Peoples R China
Gao, Hui
Wei, Guiwu
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机构:
Sichuan Normal Univ, Sch Business, Chengdu 610101, Sichuan, Peoples R China
Univ Elect Sci & Technol China, Sch Management & Econ, Chengdu 611731, Sichuan, Peoples R ChinaSichuan Normal Univ, Sch Business, Chengdu 610101, Sichuan, Peoples R China
Wei, Guiwu
Huang, Yuhan
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机构:
Sichuan Normal Univ, Coll Math & Software Sci, Chengdu 610066, Sichuan, Peoples R ChinaSichuan Normal Univ, Sch Business, Chengdu 610101, Sichuan, Peoples R China
机构:
Sichuan Normal Univ, Sch Business, Chengdu 610101, Sichuan, Peoples R ChinaSichuan Normal Univ, Sch Business, Chengdu 610101, Sichuan, Peoples R China
Gao, Hui
Lu, Mao
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机构:
Sichuan Normal Univ, Sch Business, Chengdu 610101, Sichuan, Peoples R ChinaSichuan Normal Univ, Sch Business, Chengdu 610101, Sichuan, Peoples R China
Lu, Mao
Wei, Yu
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机构:
Yunnan Univ Finance & Econ, Sch Finance, Kunming, Yunnan, Peoples R ChinaSichuan Normal Univ, Sch Business, Chengdu 610101, Sichuan, Peoples R China