Title :
Gradient Projection Algorithm Using Curry´s Steplength for Traffic Assignment
Author :
Li, Zichuan ; Chang, Gang-Len ; Natarajan, Suhasini
Author_Institution :
Dept. of Civil & Environ. Eng., Univ. of Maryland, College Park, MD
Abstract :
Recent researches have indicated the viability of path-based algorithms for traffic assignment problem and much attention has been received by gradient projection (GP) algorithm. However, the GP algorithm experiences problems near optimal point when trying to obtain high accurate results. To improve its performance near optimal point, this study employs bisection method to find the Curry´s steplength of each iteration as so to achieve that goal. A numerical example is provided to demonstrate the advantage of the GP algorithm using Curry´s steplength.
Keywords :
automated highways; gradient methods; road traffic; Curry steplength; bisection method; gradient projection algorithm; intelligent transportation systems; iteration method; traffic assignment problem; Application software; Communication system traffic control; Computer networks; Helium; Intelligent networks; Intelligent transportation systems; Projection algorithms; Road safety; Road transportation; Routing;
Conference_Titel :
Intelligent Transportation Systems, 2008. ITSC 2008. 11th International IEEE Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2111-4
Electronic_ISBN :
978-1-4244-2112-1
DOI :
10.1109/ITSC.2008.4732617