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A compact quadratic model and linearizations for the minimum linear arrangement problem

Authors :
Manoel B. Campêlo
Tibérius O. Bonates
Mardson da Silva Ferreira
Rafael Andrade
Source :
Discrete Applied Mathematics. 323:134-148
Publication Year :
2022
Publisher :
Elsevier BV, 2022.

Abstract

Given an undirected connected graph G = ( V , E ) , the minimum linear arrangement problem (MinLA) consists in determining a permutation π ≔ ( π 1 , … , π n ) of the node-set V = { 1 , … , n } , which minimizes the sum of edge costs | π i − π j | over all edges { i , j } ∈ E . We introduce a compact quadratic formulation, prove its correctness, and generate new mixed-integer linear formulations that require a very small number of variables and constraints. The idea behind the way we model permutations allows the development of strong valid constraints to strengthen the new formulations. We also adapt some cutting plane procedures from the literature to one of the new models. Computational experiments with benchmark and new instances are very encouraging and improve state-of-the-art solution approaches from the literature.

Details

ISSN :
0166218X
Volume :
323
Database :
OpenAIRE
Journal :
Discrete Applied Mathematics
Accession number :
edsair.doi...........cd71b43c2e2b0fc213dc810264f81411