A solution algorithm based on circuit simulation for the traffic assignment problem

Kuan-cheng Huang*, Chao Che Cheng

*此作品的通信作者

研究成果: Conference contribution同行評審

2 引文 斯高帕斯(Scopus)

摘要

A key process for urban transportation planning, the traffic assignment problem (TAP) determines the route choice of travelers and the flow of a traffic network. Under the user equilibrium (UE) condition, the travel costs of the chosen routes are identical for each origin-destination pair. The resulting UE flow bears significant resemblance to an electronic circuit. In particular, if the electrical current is viewed as the traffic volume, the voltage drop can be thought of as the travel time. Based on the fundamental idea "let electrons simulate travelers," this study develops a TAP solution algorithm that iteratively solves the associated sub-problems based on electronic circuit simulation. Numerical experiments are performed to illustrate the key techniques used in developing the solution algorithm and to compare the performance with the classic Frank-Wolfe Algorithm. The solution approach based on circuit simulation is found to be a promising alternative to determine the UE flow of the TAP, and it has been used as the core algorithm of a prototype microprocessor system.

原文English
主出版物標題40th International Conference on Computers and Industrial Engineering
主出版物子標題Soft Computing Techniques for Advanced Manufacturing and Service Systems, CIE40 2010
DOIs
出版狀態Published - 1 12月 2010
事件40th International Conference on Computers and Industrial Engineering, CIE40 2010 - Awaji, Japan
持續時間: 25 7月 201028 7月 2010

出版系列

名字40th International Conference on Computers and Industrial Engineering: Soft Computing Techniques for Advanced Manufacturing and Service Systems, CIE40 2010

Conference

Conference40th International Conference on Computers and Industrial Engineering, CIE40 2010
國家/地區Japan
城市Awaji
期間25/07/1028/07/10

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