A solution for delivery problem based on HIMS model and service science

Fangyan Dong*, Kewei Chen, Kaoru Hirota

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

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.

源语言英语
主期刊名WISP 2011 - IEEE International Symposium on Intelligent Signal Processing, Proceedings
79-84
页数6
DOI
出版状态已出版 - 2011
已对外发布
活动7th IEEE International Symposium on Intelligent Signal Processing, WISP 2011 - Floriana, 马耳他
期限: 19 9月 201121 9月 2011

出版系列

姓名WISP 2011 - IEEE International Symposium on Intelligent Signal Processing, Proceedings

会议

会议7th IEEE International Symposium on Intelligent Signal Processing, WISP 2011
国家/地区马耳他
Floriana
时期19/09/1121/09/11

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