Entropy-Based Fuzzy TOPSIS Method for Investment Decision Optimization of Large-Scale Projects

Investment of large-scale projects must consider various factors, such as economic conditions and investment environment when making decisions. In large-scale project investment problems, almost 90% of them are completed in a multiobjective context. To this end, the authors of this paper have propos...

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Vydáno v:Computational intelligence and neuroscience Ročník 2022; s. 1 - 11
Hlavní autoři: Cao, Junli, Xu, Fangfang
Médium: Journal Article
Jazyk:angličtina
Vydáno: United States Hindawi 18.07.2022
John Wiley & Sons, Inc
Témata:
Analysis
Decision making
Economic conditions
Entropy
Entropy (Information theory)
Fuzzy Logic
Fuzzy sets
Investment policy
Methods
Optimization
Research Design
Synthesis
Iran
ISSN:1687-5265, 1687-5273, 1687-5273
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Shrnutí:Investment of large-scale projects must consider various factors, such as economic conditions and investment environment when making decisions. In large-scale project investment problems, almost 90% of them are completed in a multiobjective context. To this end, the authors of this paper have proposed an entropy-based fuzzy TOPSIS synthesis method to assist in the decision-making optimization of large-scale project investment. Firstly, in accordance with the background of the development of multiattribute decision-making method (MADM), closely related to large-scale project investment, the related research works were studied, and the relevant methods are sorted out. Then, the improved vague-entropy-weight based fuzzy TOPSIS (VEWF-TOPSIS) method, entropy and interval language intuitionistic fuzzy sets based TOPSIS (EILIF-TOPSIS) method, and information entropy attribute importance based intuitionistic fuzzy TOPSIS (IEAI-IF-TOPSIS) method were introduced, and a synthesis MADM method that comprehensively combines the above three methods was proposed. Finally, a numerical case was constructed to properly show the effectiveness of the method proposed in the present work, and the conclusions were put forward for providing ideas and methods for large-scale project investment decision-making. It is of great significance that the proposed framework would make large-scale project investment decisions more reasonable and practical, which enriches the research methods of MADM problems to a certain extent and can provide reference for the actual large-scale project investment decision-making problems.
Bibliografie:ObjectType-Article-1
SourceType-Scholarly Journals-1
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Academic Editor: Qiangyi Li
ISSN:1687-5265
1687-5273
1687-5273
DOI:10.1155/2022/4381293