A mathematical model for the Multi-Levels Product Allocation Problem in a warehouse with compatibility constraints
Articolo
Data di Pubblicazione:
2013
Abstract:
The aim of this work is to address the products allocation problem in a multi-layers warehouse with compatibility constraints among the classes. The problem under study represents one of the most relevant topic in Logistics. The goal is to reduce, as much as possible, the delivery times; the inventories; the total logistic costs and to guarantee, at the same time, higher service levels (i.e., high customers satisfaction degree). In this work, a linear model to mathematically represent the problem is developed and its performance is evaluated on a set of instances, representing realistic situations. A sensitivity analysis is
also carried out by considering the most relevant parameters of the model. Finally, an Iterated Local Search based heuristic is defined in order to solve large scale scenarios in a reasonable amount of time. Numerical results show that the proposed heuristic is able to find
good quality solutions with a computational effort lower than that required to solve the proposed mathematical model.
also carried out by considering the most relevant parameters of the model. Finally, an Iterated Local Search based heuristic is defined in order to solve large scale scenarios in a reasonable amount of time. Numerical results show that the proposed heuristic is able to find
good quality solutions with a computational effort lower than that required to solve the proposed mathematical model.
Tipologia CRIS:
1.1 Articolo in rivista
Keywords:
Warehouse management; Product Allocation Problem; Operations research; Logistics; Iterative Local Search
Elenco autori:
Guerriero, F; Musmanno, R; Pisacane, Ornella; Rende, F.
Link alla scheda completa:
Pubblicato in: