2023
DOI: 10.31181/dma1120237
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A Comprehensive Review of Multiple Criteria Decision-Making (MCDM) Methods: Advancements, Applications, and Future Directions

Abstract: This research paper presents a comprehensive review of Multiple Criteria Decision-Making (MCDM) methods, encompassing their advancements, applications, and future directions. The study begins with an introduction emphasizing the significance of MCDM in complex decision-making scenarios. Through a systematic literature review, recent developments in MCDM techniques are examined, including multi-objective methods, fuzzy-based approaches, data-driven models, and hybrid methodologies. The strengths and limitations… Show more

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Cited by 172 publications
(36 citation statements)
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“…The MARCOS technique was founded on the analysis of the interrelationships between alternatives and reference values, namely ideal and anti-ideal alternatives [12][13][14][15]. The decisionmaking process in this method primarily relies on the concept of utility function.…”
Section: Ranking the Alternatives Using The Marcos Methodsmentioning
confidence: 99%
“…The MARCOS technique was founded on the analysis of the interrelationships between alternatives and reference values, namely ideal and anti-ideal alternatives [12][13][14][15]. The decisionmaking process in this method primarily relies on the concept of utility function.…”
Section: Ranking the Alternatives Using The Marcos Methodsmentioning
confidence: 99%
“…This arises due to the existence of real-world situations that defy clear definition, making it arduous to establish crisp set boundaries [62,63]. Consequently, evaluations are expressed as linguistic values, tailored to align with human cognition [64,65]. To utilize these values effectively, a fuzzy number membership function is formulated to assign fuzzy numbers to specific linguistic values [66].…”
Section: Preliminariesmentioning
confidence: 99%
“…The goal of the multiple criteria decision-making (MCDM) technique is to help in choosing the best option or options from a range of options 5 . This approach is commonly employed in optimizing the performance of diverse organizations, such as those operating in the industrial, management, and administrative domains, both within the public and private sectors 6 9 . The deliberate selection of MCDM methods, particularly the Analytic Hierarchy Process (AHP) and Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS), demonstrates a conscious decision to address the intricacies involved in agricultural decision-making 10 , 11 .…”
Section: Introductionmentioning
confidence: 99%