Title :
Urban traffic networks equilibrium status recognition with neural network
Author :
Dong, Jingxin ; Wu, Jianping
Author_Institution :
Sch. of Traffic & Transp. Eng., Northern Jiaotong Univ., Beijing, China
Abstract :
This paper defines the concept of equilibriums function and equilibrium status, which exists not only in simple parallel links and paths, but also in traffic networks. Based on detailed mathematical analysis, it is found that link flow under traffic equilibrium condition is a function of OD matrix. Further, the traffic equilibrium status was developed. An example was designed to test the algorithm.
Keywords :
mathematical analysis; matrix algebra; neural nets; road traffic; traffic engineering computing; OD matrix; equilibriums function; link flow; mathematical analysis; neural network; parallel links; parallel paths; traffic equilibrium condition; urban traffic networks equilibrium status recognition; Algorithm design and analysis; Cost function; Equations; Neural networks; Paper technology; Stochastic processes; Telecommunication traffic; Testing; Traffic control; Transforms;
Conference_Titel :
Intelligent Transportation Systems, 2003. Proceedings. 2003 IEEE
Print_ISBN :
0-7803-8125-4
DOI :
10.1109/ITSC.2003.1252646
