Generalization of equitable efficiency in multiobjective optimization problems by the direct sum of matrices

We suggest an a priori method by introducing the concept of AP - equitable efficiency. The preferences matrix AP , which is based on the partition P of the index set of the objective functions, is given by the decision-maker. We state the certain conditions on the matrix AP that guarantee the prefere...

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Vydáno v:Iranian journal of numerical analysis and optimization Ročník 13; číslo 1; s. 80 - 101
Hlavní autoři: F. Ahmadi, A. R. Salajegheh, D. Foroutannia
Médium: Journal Article
Jazyk:angličtina
Vydáno: Ferdowsi University of Mashhad 01.03.2023
Témata:
ap -equitable efficiency
equitable efficiency
multiobjective programming
nondominated
ISSN:2423-6977, 2423-6969
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Shrnutí:We suggest an a priori method by introducing the concept of AP - equitable efficiency. The preferences matrix AP , which is based on the partition P of the index set of the objective functions, is given by the decision-maker. We state the certain conditions on the matrix AP that guarantee the preference relation ⪯eAP to satisfy the strict monotonicity and strict P -transfer principle axioms. A problem most frequently encountered in multiobjective optimization is that the set of Pareto optimal solutions provided by the optimization pro-cess is a large set. Hence, the decision-making based on selecting a unique preferred solution becomes difficult. Considering models with Ar P -equitable efficiency and A∞ P -equitable efficiency can help the decision-maker for over-coming this difficulty, by shrinking the solution set.
ISSN:2423-6977
2423-6969
DOI:10.22067/ijnao.2022.69731.1023