A Calculation Model of Hierarchical Multiplex Structure with Fuzzy Inference for VRSD Problem

Kewei Chen*, Fangyan Dong, Kaoru Hirota

*此作品的通讯作者

科研成果: 书/报告/会议事项章节章节同行评审

1 引用 (Scopus)

摘要

A concept of the VRSD problem (Vehicle Routing, Scheduling and Dispatching Problem) and its formularization are proposed in order to bridge the gap between conventional methods and complex situations in the real world. A HIMS model (a calculation model with HIerarchical Multiplex Structure), is also proposed for the VRSD problem. It contains 3 levels: Atom level (system energies can be controlled by a heuristic method), Molecular level (system properties can be adjusted by a heuristic method and an optimum calculation), and Individual level (system architecture can be modified by fuzzy inference). The experimental results and the evaluations by experts from practice show that the HIMS model provides a feasible, fast, and efficient tool for the application in the real world VRSD problem.

源语言英语
主期刊名Studies in Fuzziness and Soft Computing
出版商Springer
175-199
页数25
DOI
出版状态已出版 - 2020

出版系列

姓名Studies in Fuzziness and Soft Computing
391
ISSN(印刷版)1434-9922
ISSN(电子版)1860-0808

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