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Interactive bilevel multi-objective decision making

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TLDR
The authors put forward the satisfactoriness concept as the upper level decision maker's preference and an interactive algorithm for solving BMDMP to facilitate the interactive nature of bilevel multi-objective decision making for non-inferior solutions.
Abstract
From a perspective of non-linear bilevel multi-objective decision-making problem (BMDMP) of the leader-follower Stackelberg game, this paper presents a two-person bilevel multi-objective decision-making model and an interactive algorithm for solving the problem. The algorithm simplifies a BMDMP by transforming it into separate multi-objective decision-making problems at the upper- and lower-levels, thereby avoiding the difficulty associated with non-convex mathematical programming to arrive at an optimal solution. In addition, the authors put forward the satisfactoriness concept as the upper level decision maker's preference. The algorithm facilitates the interactive nature of bilevel multi-objective decision making for non-inferior solutions. Thus, the algorithm provides a way to solve BMDMP.

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Citations
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Journal ArticleDOI

Fuzzy goal programming approach to multilevel programming problems

TL;DR: A procedure for solving multilevel programming problems in a large hierarchical decentralized organization through linear fuzzy goal programming approach, which achieves highest degree of each of the membership goals by minimizing negative deviational variables.
Journal ArticleDOI

Multiobjective bilevel optimization

TL;DR: In this work nonlinear non-convex multiobjective bilevel optimization problems are discussed using an optimistic approach and it is shown that the set of feasible points of the upper level function, the so-called induced set, can be expressed as theset of minimal solutions of a multiobjectives optimization problem.
Journal ArticleDOI

Solving multi-level multi-objective linear programming problems through fuzzy goal programming approach

TL;DR: Two new algorithms are presented to solve multi-level multi-objective linear programming (ML-MOLP) problems through the fuzzy goal programming (FGP) approach, which lexicographically solves MOLP problems of the ML-M OLP problem by taking into consideration the decisions of the M OLP problems for the upper levels.
Journal ArticleDOI

A multi-level non-linear multi-objective decision-making under fuzziness

TL;DR: This method uses the concepts of tolerance membership function and multi-objective optimization at each level to develop a fuzzy Max-Min decision model for generating Pareto optimal (satisfactory) solution for TLN-MODM problem.
Journal ArticleDOI

Multiobjective bilevel optimization for production-distribution planning problems using hybrid genetic algorithm

TL;DR: A multiobjective bilevel production-distribution planning model with equilibrium between supply and demand is set up, in which the distribution company is the leader who controls the distributing process with the aims to minimize its overall cost, and the manufacturer is the follower who controlsThe leader has one objective and the follower has two objectives.
References
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Journal ArticleDOI

A Representation and Economic Interpretation of a Two-Level Programming Problem

TL;DR: A solution procedure is developed that replaces the subproblem by its Kuhn-Tucker conditions and then further transforms it into a mixed integer quadratic programming problem by exploiting the disjunctive nature of the complementary slackness conditions.
Journal ArticleDOI

Interactive approach for multi-criterion optimization, with an application to the operation of an academic department.

TL;DR: An interactive mathematical programming approach to multi-criterion optimization is developed, and then illustrated by an application to the aggregated operating problem of an academic department.
Journal ArticleDOI

On the Stackelberg strategy in nonzero-sum games

TL;DR: The properties of the Stackelberg solution in static and dynamic nonzero-sum two-player games are investigated in this paper, and necessary and sufficient conditions for its existence are derived.
Journal ArticleDOI

Two-Level Linear Programming

TL;DR: This paper examines the special case of the two-level linear programming problem and presents geometric characterizations and algorithms to demonstrate the tractability of such problems and motivate a wider interest in their study.
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