TY - GEN
T1 - A solution for delivery problem based on HIMS model and service science
AU - Dong, Fangyan
AU - Chen, Kewei
AU - Hirota, Kaoru
PY - 2011
Y1 - 2011
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=80955141219&partnerID=8YFLogxK
U2 - 10.1109/WISP.2011.6051719
DO - 10.1109/WISP.2011.6051719
M3 - Conference contribution
AN - SCOPUS:80955141219
SN - 9781457714016
T3 - WISP 2011 - IEEE International Symposium on Intelligent Signal Processing, Proceedings
SP - 79
EP - 84
BT - WISP 2011 - IEEE International Symposium on Intelligent Signal Processing, Proceedings
T2 - 7th IEEE International Symposium on Intelligent Signal Processing, WISP 2011
Y2 - 19 September 2011 through 21 September 2011
ER -