JOURNAL ARTICLE

Solving Bilevel Linear Multiobjective Programming Problems

Calice Olivier PieumePatrice MarcotteLaure Pauline FotsoPatrick Siarry

Year: 2011 Journal:   American Journal of Operations Research Vol: 01 (04)Pages: 214-219   Publisher: Scientific Research Publishing

Abstract

This study addresses bilevel linear multi-objective problem issues i.e the special case of bilevel linear programming problems where each decision maker has several objective functions conflicting with each other. We introduce an artificial multi-objective linear programming problem of which resolution can permit to generate the whole feasible set of the upper level decisions. Based on this result and depending if the leader can evaluate or not his preferences for his different objective functions, two approaches for obtaining Pareto- optimal solutions are presented.

Keywords:
Bilevel optimization Mathematical optimization Linear programming Decision maker Pareto principle Set (abstract data type) Pareto optimal Computer science Linear-fractional programming Multiobjective programming Mathematics Resolution (logic) Multi-objective optimization Optimization problem Operations research Artificial intelligence

Metrics

22
Cited By
3.22
FWCI (Field Weighted Citation Impact)
15
Refs
0.92
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Optimization and Mathematical Programming
Physical Sciences →  Engineering →  Control and Systems Engineering
Optimization and Variational Analysis
Physical Sciences →  Computer Science →  Computational Theory and Mathematics

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