Modified PROMETHEE Approach for Solving Multi- Criteria Location Problems with Complex Criteria Functions (CROSBI ID 291030)
Prilog u časopisu | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Marković, Goran ; Zdravković, Nebojša ; Karakašić, Mirko ; Kolarević, Milan
engleski
Modified PROMETHEE Approach for Solving Multi- Criteria Location Problems with Complex Criteria Functions
The specific problem that occurs in multi- criteria decision-making (MCDM) processes is ranking a number of alternatives using complex criteria functions (the hierarchical structure of criteria) whose values must consider the impacts of all-important characteristics and parameters of alternatives. The problem becomes more complex by increasing the number of levels of sub- criteria functions (degree of decomposition). This paper proposes an extended procedure based on the mean values conversion of the net outranking flow of sub-criterion functions obtained by modified PROMETHEE methods. The actual value of criterion functions is used only at the last level, and transformed values of the net outranking flow for generating a final rank of alternatives are introduced at other levels. This procedure provides a more objective comparison of the impact of various individual criteria to rank the alternatives and easier making of unique solution, where the impact of decision-maker (DM) experience and subjective estimation is minimised in the selection. Applicability and practicability of the presented procedure for solving the selection problem of a logistics warehouse location are demonstrated in the analysis of a case study example.
criterion function ; decision-making ; location problem ; multi-criteria optimization ; PROMETHEE
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Podaci o izdanju
27 (1)
2020.
12-19
objavljeno
1330-3651
1848-6339
10.17559/TV-20190225151515
Povezanost rada
nije evidentirano