首页|Node-based Lagrangian relaxations for multicommodity capacitated fixed-charge network design

Node-based Lagrangian relaxations for multicommodity capacitated fixed-charge network design

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? 2021 Elsevier B.V.Classical Lagrangian relaxations for the multicommodity capacitated fixed-charge network design problem are the so-called flow and knapsack relaxations, where the resulting Lagrangian subproblems decompose by commodities and by arcs, respectively. We introduce node-based Lagrangian relaxations, where the resulting Lagrangian subproblem decomposes by nodes. We show that the Lagrangian dual bounds of these relaxations improve upon the linear programming relaxation bound, known to be equal to the Lagrangian dual bounds for the flow and knapsack relaxations. We also develop a Lagrangian matheuristic to compute upper bounds. The computational results on a set of benchmark instances show that the Lagrangian matheuristic is competitive with the state-of-the-art heuristics from the literature.

Column generationLagrangian relaxationMatheuristicNetwork design

Akhavan Kazemzadeh M.R.、Gendron B.、Bektas T.、Crainic T.G.、Frangioni A.、Gorgone E.

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CIRRELT and Dept. d'informatique et de recherche opérationnelle Université de Montréal

Management School University of Liverpool

CIRRELT and School of Management Sciences Université du Québec à Montréal

Dipartimento di Informatica Università di Pisa

Dipartimento di Elettronica Informatica e Sistemistica Università della Calabria

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2022

Discrete Applied Mathematics

Discrete Applied Mathematics

EISCI
ISSN:0166-218X
年,卷(期):2022.308
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