Litcius/Paper detail

A branch-and-cut algorithm for the one-commodity pickup and delivery location routing problem

Bencomo Domínguez-Martín, Hipólito Hernández–Pérez, Jorge Riera‐Ledesma, Inmaculada Rodrı́guez-Martı́n

2023Computers & Operations Research13 citationsDOIOpen Access PDF

Abstract

This paper introduces a new problem that combines characteristics of the Location and Routing Problem and the One-commodity Pickup and Delivery Traveling Salesman Problem. We are given a set of customers that provide or demand given amounts of a product, and a set of potential facility locations that can be opened or not in order to give service to the customers. Each facility has an opening cost and is the depot of a vehicle with capacity Q. The problem consists in deciding which facilities to open, assigning customers to open facilities, and designing the routes that connect each facility with its customers. The objective is to minimize the sum of the cost of the routes and the facilities. This NP-hard problem has not been previously studied. We propose for it two mathematical formulations, compare them, and present a branch-and-cut algorithm able to solve instances with up to 100 nodes.

Topics & Concepts

PickupTravelling salesman problemComputer scienceFacility location problemRouting (electronic design automation)Vehicle routing problemBranch and cutSet (abstract data type)Traveling purchaser problemMathematical optimization1-center problemCommodityProduct (mathematics)Service (business)Order (exchange)2-optAlgorithmOperations researchInteger programmingMathematicsComputer networkArtificial intelligenceFinanceImage (mathematics)Programming languageEconomicsMarket economyEconomyGeometryVehicle Routing Optimization MethodsTransportation and Mobility InnovationsAdvanced Manufacturing and Logistics Optimization