Title :
Analysis of Evolutionary Game about the Route Choice of Individual Travel Mode based on Bounded Rationality
Author :
Liu, Jianmei ; Ma, Shoufeng
Author_Institution :
Inst. of Syst. Eng., Tianjin Univ., Tianjin
Abstract :
The paper presents several travel learning trajectories when all travelers are regarded as bounded rational. Firstly, it gives the adjustment process of travelers´ route choice using the original mechanism of best-response dynamics under the assumption that all the travelers are of high learning ability. Secondly, the improved best-response dynamics from two aspects of strategy adjustment and difference among the travelers´ rationality levels are proposed, which are applied to a small example following. Finally, a new algorithm is specified when the expense of routes are considered to be real-time, and the different results are analyzed detailedly under different mechanisms.
Keywords :
evolutionary computation; game theory; adjustment process; best-response dynamics; bounded rationality; evolutionary game; individual travel mode; route choice; strategy adjustment; travel learning trajectories; Algorithm design and analysis; Convergence; Cost function; Decision making; Game theory; Intelligent transportation systems; Research and development; Systems engineering and theory; Telecommunication traffic; Voice mail; Best-response Dynamics; Bounded rationality; Individual travel; evolutionary game;
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.2008.4732523