Solving the Bilevel Facility Location Problem under Preferences by a Stackelberg-Evolutionary Algorithm

José-Fernando Camacho-Vallejo, Álvaro Eduardo Cordero-Franco, Rosa G. González-Ramírez
2014 Mathematical Problems in Engineering  
This research highlights the use of game theory to solve the classical problem of the uncapacitated facility location optimization model with customer order preferences through a bilevel approach. The bilevel model provided herein consists of the classical facility location problem and an optimization of the customer preferences, which are the upper and lower level problems, respectively. Also, two reformulations of the bilevel model are presented, reducing it into a mixed-integer single-level
more » ... roblem. An evolutionary algorithm based on the equilibrium in a Stackelberg's game is proposed to solve the bilevel model. Numerical experimentation is performed in this study and the results are compared to benchmarks from the existing literature on the subject in order to emphasize the benefits of the proposed approach in terms of solution quality and estimation time.
doi:10.1155/2014/430243 fatcat:tehvoo4fsvcr7jhl2g6oat5gfq