Combined Compromise for Ideal Solution (CoCoFISo): a multi-criteria decision-making based on the CoCoSo method algorithm

Rôlin Gabriel Rasoanaivo (1, 2, 3) , Morteza Yazdani (4) , Pascale Zaraté (2, 3) , Amirhossein Fateh (5)

1 Université de Toamasina
2 IRIT-ADRIA - Argumentation, Décision, Raisonnement, Incertitude et Apprentissage
3 UT Capitole - Université Toulouse Capitole
4 Vilnius Gediminas Technical University
5 UPV - Universitat Politècnica de València = Universitad Politecnica de Valencia = Polytechnic University of Valencia

Each decision-making tool should be tested and validated in real case studies to be practical and fit to global problems. The application of multi-criteria decision-making methods (MCDM) is currently a trend to rank alternatives. In the literature, there are several multi-criteria decision-making methods according to their classification. During our experimentation on the Combined Compromise Solution (CoCoSo) method, we encountered its limits for real cases. The authors examined the applicability of the CoCoFISo method (improved version of combined compromise solution), by a real case study in a university campus and compared the obtained results to other MCDMs such as Preference Ranking Organisation Method for Enrichment Evaluations (PROMETHEE), Weighted Sum Method (WSM) and Technique for Order Preference by Similarity to the Ideal Solution (TOPSIS). Our research finding indicates that CoCoSo is an applied method that has been developed to solve complex multi variable assessment problems, while CoCoFISo can improve the shortages observed in CoCoSo and deliver stable outcomes compared to other developed tools. The findings imply that application of CoCoFISo is suggested to decision makers, experts and researchers while they are facing practical challenges and sensitive questions regarding the utilization of a reliable decision-making method. Unlike many prior studies, the current version of CoCoSo is unique, original and is presented for the first time. Its performance was approved using several strategies and examinations.

Mots clés: MCDM; CoCoSo method; CoCoFISo method

Domaines: Intelligence artificielle [cs.AI]; Intelligence artificielle [cs.AI]

Rôlin Gabriel Rasoanaivo, Morteza Yazdani, Pascale Zaraté, Amirhossein Fateh. Combined Compromise for Ideal Solution (CoCoFISo): a multi-criteria decision-making based on the CoCoSo method algorithm. Expert Systems with Applications, inPress, pp.124079. ⟨10.1016/j.eswa.2024.124079⟩. ⟨hal-04553622⟩