A Two-Stage Method to Solve Location-Routing Problems Based on Sectorization

This paper deals with multi-objective location-routing problems involving distribution centres and a set of customers. It proposes a new two-stage solution method that comprehends the concept of sectorization. Distribution centres are opened, and the corresponding opening cost is calculated. A subset of customers is assigned to each of them and, in this way, sectors are formed. The objective functions in assigning customers to distribution centres are the total deviation in demands of sectors and the total deviation in total distance of customers from centroid of sectors, which must be minimized Afterward, a route is determined for each sector to meet the demands of customers. At this stage, the objective function is the total distance on the routes in the sectors, that must be minimized Benchmarks are defined for the problem and the results acquired with the two-stage method are compared to those obtained with NSGA-II. It is observed that NSGA-II can achieve many non-dominated solutions.

Automated summary

This paper proposes a new two-stage solution method for solving multi-objective location-routing problems. It assigns customers to distribution centres using the concept of sectorization and determines routes for each sector to meet customer demands. The effectiveness of this method is demonstrated by comparing the results with those obtained using NSGA-II.