TY - GEN
T1 - A solution algorithm based on circuit simulation for the traffic assignment problem
AU - Huang, Kuan-cheng
AU - Cheng, Chao Che
PY - 2010/12/1
Y1 - 2010/12/1
N2 - 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.
AB - 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.
KW - Circuit simulation
KW - Traffic assignment
KW - User equilibrium
UR - http://www.scopus.com/inward/record.url?scp=78651445926&partnerID=8YFLogxK
U2 - 10.1109/ICCIE.2010.5668306
DO - 10.1109/ICCIE.2010.5668306
M3 - Conference contribution
AN - SCOPUS:78651445926
SN - 9781424472956
T3 - 40th International Conference on Computers and Industrial Engineering: Soft Computing Techniques for Advanced Manufacturing and Service Systems, CIE40 2010
BT - 40th International Conference on Computers and Industrial Engineering
T2 - 40th International Conference on Computers and Industrial Engineering, CIE40 2010
Y2 - 25 July 2010 through 28 July 2010
ER -