Title :
A Model for Urban Distribution System under Disruptions of Vehicle Travel Time Delay
Author :
Wang, Zheng ; Shi, Jia
Author_Institution :
Sch. of Software, Dalian Univ. of Technol., Dalian, China
Abstract :
During the process of urban distribution, travel time delay of a route will often lead to the infeasibility of the initial distribution schedule. Focused on this problem, disruption management methodology is applied, and a disruption measurement method is presented, which takes customer unsatisfied index, deviation from the original transport network, and transport cost into considerations. In order to deal with the disruption events, such as traffic jams, accidents, and alterations of road conditions, that occurs in vehicle routing problems with time windows and prevents the initial schedule from being successfully executed, a mathematic model is constructed along with its genetic algorithm. The validity of the model and its genetic algorithm is proved by experiments. Results of the experiments show that the model´s multiple objectives can be met simultaneously according to the disruption evaluation criterions.
Keywords :
genetic algorithms; goods distribution; logistics; customer unsatisfied index; disruption management methodology; disruption measurement; genetic algorithm; urban distribution system; vehicle routing problem; vehicle travel time delay; Costs; Delay effects; Genetic algorithms; Mathematical model; Mathematics; Road accidents; Road vehicles; Routing; Telecommunication traffic; Traffic control; Disruption management; Multi-objective integer programming model; Vehicle travel time delay;
Conference_Titel :
Intelligent Computation Technology and Automation, 2009. ICICTA '09. Second International Conference on
Conference_Location :
Changsha, Hunan
Print_ISBN :
978-0-7695-3804-4
DOI :
10.1109/ICICTA.2009.570