The problem consists in finding a transshipment facilities location that maximizes the total net utility when the handling utilities at the facilities are stochastic variables, under supply, demand, and lower and upper capacity constraints. The total net utility is given by the expected total shipping utility minus the total fixed cost of the located facilities. Shipping utilities are given by a deterministic utility for shipping freight from origins to destinations via transshipment facilities plus a stochastic handling utility at the facilities, whose probability distribution is unknown. After giving the stochastic model, by means of some results of the extreme values theory, the probability distribution of the maximum stochastic utilities is derived and the expected value of the optimum of the stochastic model is found. An efficient heuristics for solving real-life instances is also given. Computational results show a very good performance of the proposed methods both in terms of accuracy and efficiency.

The capacitated transshipment location problem with stochastic handling utilities at the facilities / Tadei, Roberto; Perboli, Guido; Ricciardi, N.; Baldi, MAURO MARIA. - In: INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH. - ISSN 0969-6016. - STAMPA. - 19:6(2012), pp. 789-807. [10.1111/j.1475-3995.2012.00847.x]

The capacitated transshipment location problem with stochastic handling utilities at the facilities

TADEI, Roberto;PERBOLI, Guido;BALDI, MAURO MARIA
2012

Abstract

The problem consists in finding a transshipment facilities location that maximizes the total net utility when the handling utilities at the facilities are stochastic variables, under supply, demand, and lower and upper capacity constraints. The total net utility is given by the expected total shipping utility minus the total fixed cost of the located facilities. Shipping utilities are given by a deterministic utility for shipping freight from origins to destinations via transshipment facilities plus a stochastic handling utility at the facilities, whose probability distribution is unknown. After giving the stochastic model, by means of some results of the extreme values theory, the probability distribution of the maximum stochastic utilities is derived and the expected value of the optimum of the stochastic model is found. An efficient heuristics for solving real-life instances is also given. Computational results show a very good performance of the proposed methods both in terms of accuracy and efficiency.
File in questo prodotto:
File Dimensione Formato  
capacitated_transshipment_location_problem_with_stochastic_handling_utilities_at_the_facilities_revised.pdf

accesso aperto

Tipologia: 1. Preprint / submitted version [pre- review]
Licenza: Pubblico - Tutti i diritti riservati
Dimensione 292.75 kB
Formato Adobe PDF
292.75 kB Adobe PDF Visualizza/Apri
Pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11583/2293546
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo