Comparative analysis of hybrid MCDM methods in material selection for dental applications

被引:41
作者
Bhaskar, Akula Siva [1 ]
Khan, Akhtar [1 ]
机构
[1] Indian Inst Informat Technol Design & Mfg, Dept Mech Engn, Kurnool 518002, Andhra Pradesh, India
关键词
Hybrid MCDM; Polymer biomaterials; Materials ranking; Spearman's rank correlation; NANOCOMPOSITE FOAMS; IMPLANT; VIKOR;
D O I
10.1016/j.eswa.2022.118268
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Ascertaining the appropriate material through detailed functionalities out of numerous existing materials is a complex and time-consuming exercise. Hence, it is essential to follow a methodical and resourceful approach to decide on the best material for any given application. This paper aims to demonstrate the capability of five distinct Hybrid Multi Criteria Decision Making (HMCDM) methods in identifying the best polymer based biomaterial used in dentistry. A total of seven materials were evaluated based on ten criteria. At first, Analytical Hierarchy Process (AHP) was employed to determine the weights of the recognized criterion. Later, AHP-VIKOR, AHP-TOPSIS, AHP-MOORA, AHP-ELECTRE, and AHP-PROMTHEE procedures were used to rank the materials. The methodologies have displayed their effectiveness by providing the equivalent ranking to the materials. Finally, spearman's rank correlation was determined to compare HMCDM methods. The comparative analysis revealed that AHP-VIKOR, AHP-TOPSIS, and AHP-PROMETHEE have a greater correlation compared to AHP-MOORA and AHP-ELECTRE.
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页数:8
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