A new Pareto optimal solution in a Lagrange decomposable multi-objective optimization problem

A new Pareto optimal solution in a Lagrange decomposable multi-objective optimization problem

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Article ID: iaor1992311
Country: United Kingdom
Volume: 42
Issue: 5
Start Page Number: 401
End Page Number: 411
Publication Date: May 1991
Journal: Journal of the Operational Research Society
Authors:
Abstract:

In this paper a committee decision-making process of a convex Lagrange decomposable multi-objective optimization problem, which has been decomposed into various subproblems, is studied. Each member of the committee controls only one subproblem and attempts to select the optimal solution to this subproblem most desirable to that member, under the assumption that all the constraints of the total problem are satisfied. This procedure leads to a new solution concept of a Lagrange decomposable multi-objective optimization problem, called a preferred equilibrium set. A preferred equilibrium point of a problem, for a committee, may or may not be a Pareto optimal point of this problem. In some cases, a non-Pareto optimal preferred equilibrium point of a problem, for a committee, can be considered as a special type of Pareto optimal point of this problem. This fact leads to a generalization of the Pareto optimality concept in a problem.

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