STOCK PORTFOLIO SELECTION USING A NEW DECISION-MAKING APPROACH BASED ON THE INTEGRATION OF FUZZY COCOSO WITH HERONIAN MEAN OPERATOR

被引:0
|
作者
Narang M. [1 ]
Joshi M.C. [1 ]
Bisht K. [2 ]
Pal A. [2 ]
机构
[1] Department of Mathematics, Kumaun University
[2] Department of Mathematics, Statistics and Computer science, CBSH, GBPUA&T, Pantnagar
来源
Decision Making: Applications in Management and Engineering | 2022年 / 5卷 / 01期
关键词
Combined compromise solution (CoCoSo); Heronian mean (HM); Multi-criteria decision-making (MCDM); Portfolio analysis; PSO;
D O I
10.31181/dmame0310022022n
中图分类号
学科分类号
摘要
The main objective of stock portfolio selection is to distribute capital to selected stocks to get the most profitable returns at a lower risk. The performance of a stock depends on a number of criteria based on the risk-return measures. Therefore, the selection of shares is subject to fulfilling a number of criteria. In this paper, we have adopted an integrated approach based on the two-stage framework. First, the heronian mean operator (improved generalized weighted heronian mean and improved generalized geometric weighted heronian mean) is combined with the traditional Combined compromise solution (CoCoSo) method to present a new decision-making model for dealing with stock selection problem. Second, Base-criterion method is used to calculate the relative optimal weights of the specified decision criteria. Despite the uncertainties, the advanced CoCoSo-H model eliminates the efficacy of anomalous data and make complex-decisions more flexible. A case study of stock selection for portfolio under National stock exchange (NSE) is discussed to validate the applicability of the proposed model. Different portfolio (P1, P2& P3 ) have been constructed using Particle swarm optimization (PSO). The outcome shows the prominence and stability of the proposed model when compare to previous studies. © 2022 by the authors.
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页码:90 / 112
页数:22
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