Railway passengers travel behavior based on bounded rationality by rough set weight

Pointing at the bounded rationality problem of passenger travel choice in the railway corridor, this paper proposes a travel choice theory considering passengers psychological expectation, and establishes the travel mode decision model based on prospect theory. With the comprehensive prospect value combined by analyzing the travel time, travel expenses and the comfort degree of the psychological reference point, it obtains the passengers travel mode choice results. Taking railway transport corridor from Baoji to Lanzhou as an example, by calculating the comprehensive prospect value, and analyzing the punctuality, the scheduled arrival time, price and the sensitivity from speed on travel choice, it finds out that the passengers tend to choose high-speed rail travel with a higher punctuality rate and tend to a mode with relatively lower fares and faster speed. When the predetermined arrival time is abundant, the travel proportion of choosing the general rail travel with longer travel time and better economy is gradually increasing.

[1]  Hu Pengfei Analysis of Residents Travel Mode Choice Based on Prospect Theory , 2012 .

[2]  E. J. V. D. Kaa Extended prospect theory: Findings on choice behaviour from economics and the behavioural sciences and their relevance for travel behaviour , 2008 .

[3]  Ni Anning The Applicability of Prospect Theory in Travel Behavior Research , 2013 .

[4]  Sun Guang-lin Traveler's mode choice behavior analysis under bounded rational , 2011 .

[5]  Chao Yang,et al.  Travelers' Risk Attitude Classification Method Based on Cumulative Prospect Theory and Experimental Results , 2015, 2015 IEEE 18th International Conference on Intelligent Transportation Systems.

[6]  Ruichun He,et al.  Dynamic Route Choice Based on Prospect Theory , 2014 .

[7]  Jufen Yang,et al.  Development of an enhanced route choice model based on cumulative prospect theory , 2014 .

[8]  D. Ettema,et al.  Coping with Unreliable Transportation When Collecting Children: Examining Parents’ Behavior with Cumulative Prospect Theory , 2009 .

[9]  Wang Xiao Passenger transport contribution rate of multiple modes of transport in transport corridor , 2012 .

[10]  A. Tversky,et al.  Prospect theory: an analysis of decision under risk — Source link , 2007 .

[11]  Larry Wesemann,et al.  COMPARISON OF TRAVEL BEHAVIOR BEFORE AND AFTER THE OPENING OF HOV LANES IN A SUBURBAN TRAVEL CORRIDOR , 1989 .

[12]  A. Tversky,et al.  Prospect theory: analysis of decision under risk , 1979 .

[13]  Xue Mei Li,et al.  Reduction of the Influential Factors of Railway Passenger Demand Based on Rough Set , 2011 .

[14]  B. Immers Transportation System Analysis , 2010 .

[15]  Erel Avineri,et al.  The Effect of Reference Point on Stochastic Network Equilibrium , 2006, Transp. Sci..

[16]  Ryuichi Kitamura,et al.  Reference Points in Commuter Departure Time Choice: A Prospect Theoretic Test of Alternative Decision Frames , 2004, J. Intell. Transp. Syst..

[17]  Piet H. L. Bovy,et al.  Identification of Parameters for a Prospect Theory Model for Travel Choice Analysis , 2008 .

[18]  Jingxian Wu,et al.  Modeling Mode Choice Behavior Incorporating Household and Individual Sociodemographics and Travel Attributes Based on Rough Sets Theory , 2014, Comput. Intell. Neurosci..

[19]  Zhang We Residents travel mode choice based on prospect theory , 2014 .

[20]  Weijie Wang,et al.  Applying Rough Set Theory to Find Relationships between Personal Demographic Attributes and Long Distance Travel Mode Choices , 2007, 2007 International Conference on Multimedia and Ubiquitous Engineering (MUE'07).

[21]  Jian Wang,et al.  A cumulative prospect theory approach to car owner mode choice behaviour prediction , 2014 .

[22]  Peng Qi-yuan Model of Railway Transportation Channel Share Based on Finished Dedicated Passenger Line , 2005 .

[23]  Feng Yun-qin Rough Set Theory Based Travel Decision-making Factor Analysis and Weight Calculation for Railway Passengers of Compound Attributes , 2014 .

[24]  A. Tversky,et al.  Advances in prospect theory: Cumulative representation of uncertainty , 1992 .