In today's fast-paced and dynamic business environment, investment decision making is becoming increasingly complex due to the inherent uncertainty and ambiguity of the financial data. Traditional decision-making models that rely on crisp and precise data are no longer sufficient to address these challenges. Fuzzy logic-based models that can handle uncertain and imprecise data have become popular in recent years. However, they still face limitations when dealing with complex, multi-criteria decision-making problems. To overcome these limitations, in this paper, we propose a novel three-way group decision model that incorporates decision-theoretic rough sets and intuitionistic hesitant fuzzy sets to provide a more robust and accurate decision-making approach for selecting an investment policy. The decision-theoretic rough set theory is used to reduce the information redundancy and inconsistency in the group decision-making process. The intuitionistic hesitant fuzzy sets allow the decision makers to express their degrees of hesitancy in making a decision, which is not possible in traditional fuzzy sets. To combine the group opinions, we introduce novel aggregation operators under intuitionistic hesitant fuzzy sets (IHFSs), including the IHF Aczel-Alsina average (IHFA(A)A) operator, the IHF Aczel-Alsina weighted average (IHFAAWA(omega)) operator, the IHF Aczel-Alsina ordered weighted average ( IHF A(A) OWA(omega)) operator, and the IHF Aczel-Alsina hybrid average ( IHFA(A) HA(omega)) operator. These operators have desirable properties such as idempotency, boundedness, and monotonicity, which are essential for a reliable decisionmaking process. A mathematical model is presented as a case study to evaluate the effectiveness of the proposed model in selecting an investment policy. The results show that the proposed model is effective and provides more accurate investment policy recommendations compared to existing methods. This research can help investors and financial analysts in making better decisions and achieving their investment goals.
机构:
Yang En Univ, Acad Engn & Technol, Quanzhou 362014, Fujian, Peoples R ChinaYang En Univ, Acad Engn & Technol, Quanzhou 362014, Fujian, Peoples R China
Jin, Chengyong
Hu, Bao Qing
论文数: 0引用数: 0
h-index: 0
机构:
Yang En Univ, Acad Engn & Technol, Quanzhou 362014, Fujian, Peoples R China
Wuhan Univ, Sch Math & Stat, Wuhan 430072, Peoples R ChinaYang En Univ, Acad Engn & Technol, Quanzhou 362014, Fujian, Peoples R China
机构:
Zhejiang Ocean Univ, Sch Math Phys & Informat Sci, Zhoushan 316022, Zhejiang, Peoples R China
Key Lab Oceanog Big Data Min & Applicat Zhejiang, Zhoushan 316022, Zhejiang, Peoples R ChinaZhejiang Ocean Univ, Sch Math Phys & Informat Sci, Zhoushan 316022, Zhejiang, Peoples R China
机构:
Sichuan Normal Univ, Dept Comp Sci, Chengdu 610101, Peoples R China
Univ Regina, Dept Comp Sci, Regina, SK S4S 0A2, CanadaSichuan Normal Univ, Dept Comp Sci, Chengdu 610101, Peoples R China
Yang, Jilin
Yao, Yiyu
论文数: 0引用数: 0
h-index: 0
机构:
Univ Regina, Dept Comp Sci, Regina, SK S4S 0A2, CanadaSichuan Normal Univ, Dept Comp Sci, Chengdu 610101, Peoples R China
机构:
Hunan Normal Univ, Coll Informat Sci & Engn, Changsha 410081, Hunan, Peoples R China
Hunan Normal Univ, Hunan Prov Lab Intelligent Comp & Language Informa, Changsha 410081, Hunan, Peoples R China
Hunan Normal Univ, Sch Math & Stat, Minist Educ, Key Lab Comp & Stochast Math, Changsha 410081, Hunan, Peoples R ChinaHunan Normal Univ, Coll Informat Sci & Engn, Changsha 410081, Hunan, Peoples R China
Dai, Jianhua
Chen, Tao
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Normal Univ, Coll Informat Sci & Engn, Changsha 410081, Hunan, Peoples R China
Hunan Normal Univ, Hunan Prov Lab Intelligent Comp & Language Informa, Changsha 410081, Hunan, Peoples R ChinaHunan Normal Univ, Coll Informat Sci & Engn, Changsha 410081, Hunan, Peoples R China
Chen, Tao
Zhang, Kai
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Normal Univ, Sch Math & Stat, Minist Educ, Key Lab Comp & Stochast Math, Changsha 410081, Hunan, Peoples R ChinaHunan Normal Univ, Coll Informat Sci & Engn, Changsha 410081, Hunan, Peoples R China
机构:
Henan Normal Univ, Coll Comp & Informat Engn, Xinxiang 453007, Henan, Peoples R China
Engn Lab Intelligence Business & Internet Things, Xinxiang 453007, Henan, Peoples R ChinaHenan Normal Univ, Coll Comp & Informat Engn, Xinxiang 453007, Henan, Peoples R China
Xue, Zhan'ao
Zhao, Liping
论文数: 0引用数: 0
h-index: 0
机构:
Henan Normal Univ, Coll Comp & Informat Engn, Xinxiang 453007, Henan, Peoples R ChinaHenan Normal Univ, Coll Comp & Informat Engn, Xinxiang 453007, Henan, Peoples R China
Zhao, Liping
Sun, Lin
论文数: 0引用数: 0
h-index: 0
机构:
Henan Normal Univ, Coll Comp & Informat Engn, Xinxiang 453007, Henan, Peoples R China
Engn Lab Intelligence Business & Internet Things, Xinxiang 453007, Henan, Peoples R ChinaHenan Normal Univ, Coll Comp & Informat Engn, Xinxiang 453007, Henan, Peoples R China
Sun, Lin
Zhang, Min
论文数: 0引用数: 0
h-index: 0
机构:
Henan Normal Univ, Coll Comp & Informat Engn, Xinxiang 453007, Henan, Peoples R ChinaHenan Normal Univ, Coll Comp & Informat Engn, Xinxiang 453007, Henan, Peoples R China
Zhang, Min
Xue, Tianyu
论文数: 0引用数: 0
h-index: 0
机构:
Henan Normal Univ, Coll Comp & Informat Engn, Xinxiang 453007, Henan, Peoples R ChinaHenan Normal Univ, Coll Comp & Informat Engn, Xinxiang 453007, Henan, Peoples R China