DocumentCode
3155784
Title
Stochastic mobile facility routing and scheduling problem
Author
Chao Lei ; Wei-Hua Lin ; Lixin Miao ; Mingyao Qi
Author_Institution
Dept. of Ind. Eng., Tsinghua Univ., Beijing, China
fYear
2013
fDate
6-9 Oct. 2013
Firstpage
1823
Lastpage
1828
Abstract
We consider the mobile facility routing and scheduling problem with stochastic demand (MFRSPSD). MFRSPSD simultaneously determines the route and schedule of a fleet of mobile facilities which serve customers with uncertain demand in order to minimize the total cost generated over the planning horizon. The problem is formulated as a two-stage stochastic programming model, in which the first stage decision deals with the temporal and spatial movement of the MFs and the second stage handles how MFs serve customer demands. An algorithm based on the multicut version of L-shaped method is developed. The computational results show that the algorithm yields high quality upper and lower bounds within reasonable computation time for medium scale problems.
Keywords
customer services; minimisation; scheduling; stochastic programming; vehicle routing; MFRSPSD; customer demand; first stage decision; mobile facility routing and scheduling problem with stochastic demand; multicut L-shaped method; planning horizon; spatial movement; temporal movement; total cost minimization; two-stage stochastic programming model; uncertain demand; Educational institutions; Mobile communication; Planning; Programming; Routing; Stochastic processes; Vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Transportation Systems - (ITSC), 2013 16th International IEEE Conference on
Conference_Location
The Hague
Type
conf
DOI
10.1109/ITSC.2013.6728493
Filename
6728493
Link To Document