DocumentCode :
1936231
Title :
A solution for delivery problem based on HIMS model and service science
Author :
Dong, Fangyan ; Chen, Kewei ; Hirota, Kaoru
Author_Institution :
Dept. of Comput. Intell. & Syst. Sci., Tokyo Inst. of Technol., Tokyo, Japan
fYear :
2011
fDate :
19-21 Sept. 2011
Firstpage :
1
Lastpage :
6
Abstract :
A solution for the delivery problem (vehicle routing, scheduling, and dispatching problem with single depot) is proposed to bridge the gap between conventional methods and complex situations in the real world. The HIMS model (a computational model with Hierarchical Multiplex Structure) is also applied for solving the delivery problem. The HIMS model contains 3 layers: Atomic layer (system cost can be controlled by a heuristic method), Molecular layer (system state can be adjusted by a heuristic method and an optimal calculation), and Individual layer (a system balance can be modified based on information technology service). Experiments with two cases (full or minimum working vehicles) are performed. The experimental results and the evaluations by experts show that the solution provides a feasible and efficient tool to solve the delivery problem in the real world.
Keywords :
dispatching; scheduling; transportation; HIMS model; atomic layer; delivery problem; dispatching problem; heuristic method; hierarchical multiplex structure; individual layer; information technology service; molecular layer; optimal calculation; scheduling; service science; system balance; system cost; system state; vehicle routing; Computational modeling; Data models; Dispatching; Loading; Object oriented modeling; Routing; Vehicles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Signal Processing (WISP), 2011 IEEE 7th International Symposium on
Conference_Location :
Floriana
Print_ISBN :
978-1-4577-1403-0
Type :
conf
DOI :
10.1109/WISP.2011.6051719
Filename :
6051719
Link To Document :
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