Title :
Research on allocation and optimization of passenger structure within comprehensive transportation corridor based on bi-level multi-objective programming
Author :
Yanhong, Li ; Dong, Wang ; Xiaonian, Sun ; Zhenzhou, Yuan
Author_Institution :
China Acad. of Transp. Sci., Beijing, China
Abstract :
To form a highly efficient, coordinated and comprehensive transportation system, the key work is the development and construction of strong comprehensive transport corridor, and merits of passenger transport structure within a comprehensive transport corridor is directly related to the full play of overall corridor capacity and efficiency. This paper analyzes the ideas of passenger transport structure optimization within comprehensive transport corridor using bi-level planning strategies. And then a bi-level multi-objective programming model is established in this paper, in which the upper level takes the builders and government´s concern into account, such as system efficiency, transport capacity, capital investment. The lower level is a network equilibrium model based on a generalized cost function, while corridor saturation entropy index is introduced in the response function. A particle swarm optimization algorithm is designed to efficiently solve this NP-hard model. Finally, numerical implementations based on Beijing-Shanghai corridor are carried out to account for the performance of our model and algorithm.
Keywords :
government policies; investment; particle swarm optimisation; planning; resource allocation; transportation; Beijing-Shanghai corridor; NP-hard model; bilevel multiobjective programming; bilevel planning strategies; capital investment; comprehensive transportation corridor; comprehensive transportation system; coordinated transportation system; corridor saturation entropy index; generalized cost function; network equilibrium model; particle swarm optimization algorithm; passenger structure allocation; passenger transport structure optimization; response function; system efficiency; transport capacity; Algorithm design and analysis; Entropy; Investments; Optimization; Particle swarm optimization; Programming; Transportation; Bi-level Multi-objective Programming; Comprehensive Transportation Corridor; Optimization; Particle Swarm Optimization; Passenger Transport Structure;
Conference_Titel :
Transportation, Mechanical, and Electrical Engineering (TMEE), 2011 International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4577-1700-0
DOI :
10.1109/TMEE.2011.6199189