Memetic Algorithm for Solving the Multilevel Uncapacitated Facility Location Problem
Volume 25, Issue 3 (2014), pp. 439–466
Pub. online: 1 January 2014
Type: Research Article
Received
1 August 2012
1 August 2012
Accepted
1 March 2014
1 March 2014
Published
1 January 2014
1 January 2014
Abstract
We consider the Multilevel Uncapacitated Facility Location Problem (MLUFLP) and propose a new efficient integer programming formulation of the problem that provides optimal solutions for the MLUFLP test instances unsolved to optimality up to now. Further, we design a parallel Memetic Algorithm (MA) with a new strategy for applying the local search improvement within the MA frame. The conducted computational experiments show that the proposed MA quickly reaches all known optimal and best known solutions from the literature and additionally improves several solutions for large-scale MLUFLP test problems.