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

Fangyan Dong*, Kewei Chen, Kaoru Hirota

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

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.

Original languageEnglish
Title of host publicationWISP 2011 - IEEE International Symposium on Intelligent Signal Processing, Proceedings
Pages79-84
Number of pages6
DOIs
Publication statusPublished - 2011
Externally publishedYes
Event7th IEEE International Symposium on Intelligent Signal Processing, WISP 2011 - Floriana, Malta
Duration: 19 Sept 201121 Sept 2011

Publication series

NameWISP 2011 - IEEE International Symposium on Intelligent Signal Processing, Proceedings

Conference

Conference7th IEEE International Symposium on Intelligent Signal Processing, WISP 2011
Country/TerritoryMalta
CityFloriana
Period19/09/1121/09/11

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