Which road do I take? A learning-based model of route-choice behavior with real-time information

[1]  E. Thorndike “Animal Intelligence” , 1898, Nature.

[2]  E. Thorndike Animal intelligence : an experimental study of the associative processes in animals / by Edward L. Thorndike. , .

[3]  J. M. Blackburn The acquisition of skill : an analysis of learning curves , 1936 .

[4]  J. Neumann,et al.  Theory of games and economic behavior , 1945, 100 Years of Math Milestones.

[5]  D. Bernoulli Exposition of a New Theory on the Measurement of Risk , 1954 .

[6]  Steven Vajda,et al.  Games and Decisions. By R. Duncan Luce and Howard Raiffa. Pp. xi, 509. 70s. 1957. (J Wiley & Sons) , 1959, The Mathematical Gazette.

[7]  J. Halton On the efficiency of certain quasi-random sequences of points in evaluating multi-dimensional integrals , 1960 .

[8]  A. Tversky,et al.  Judgment under Uncertainty: Heuristics and Biases , 1974, Science.

[9]  Carlos F. Daganzo,et al.  On Stochastic Models of Traffic Assignment , 1977 .

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

[11]  A. Tversky,et al.  Prospect Theory : An Analysis of Decision under Risk Author ( s ) : , 2007 .

[12]  J. Boyd,et al.  THE EFFECT OF FUEL ECONOMY STANDARDS ON THE U.S. AUTOMOTIVE MARKET: AN HEDONIC DEMAND ANALYSIS , 1980 .

[13]  N. S. Cardell,et al.  Measuring the societal impacts of automobile downsizing , 1980 .

[14]  H. Simon,et al.  Models of Bounded Rationality: Empirically Grounded Economic Reason , 1997 .

[15]  J. Horowitz The stability of stochastic equilibrium in a two-link transportation network , 1984 .

[16]  Mark D. Uncles,et al.  Discrete Choice Analysis: Theory and Application to Travel Demand , 1987 .

[17]  C. Chu A PAIRED COMBINATORIAL LOGIT MODEL FOR TRAVEL DEMAND ANALYSIS , 1989 .

[18]  Moshe Ben-Akiva,et al.  Estimation of switching models from revealed preferences and stated intentions , 1990 .

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

[20]  J. Townsend,et al.  Decision field theory: a dynamic-cognitive approach to decision making in an uncertain environment. , 1993, Psychological review.

[21]  Tom van Vuren,et al.  THE MODELLING OF DYNAMIC ROUTE GUIDANCE SYSTEMS , 1993 .

[22]  Jian L. Zhou,et al.  User's Guide for CFSQP Version 2.0: A C Code for Solving (Large Scale) Constrained Nonlinear (Minimax) Optimization Problems, Generating Iterates Satisfying All Inequality Constraints , 1994 .

[23]  I. Mayeres,et al.  THE MARGINAL EXTERNAL COSTS OF URBAN TRANSPORT , 1996 .

[24]  E. Cascetta,et al.  A MODIFIED LOGIT ROUTE CHOICE MODEL OVERCOMING PATH OVERLAPPING PROBLEMS. SPECIFICATION AND SOME CALIBRATION RESULTS FOR INTERURBAN NETWORKS , 1996 .

[25]  Peter Bonsall,et al.  Driver response to variable message signs: a stated preference investigation , 1997 .

[26]  Peter Vovsha,et al.  Application of Cross-Nested Logit Model to Mode Choice in Tel Aviv, Israel, Metropolitan Area , 1997 .

[27]  Mohamed Abdel-Aty,et al.  USING STATED PREFERENCE DATA FOR STUDYING THE EFFECT OF ADVANCED TRAFFIC INFORMATION ON DRIVERS' ROUTE CHOICE , 1997 .

[28]  Shlomo Bekhor,et al.  Link-Nested Logit Model of Route Choice: Overcoming Route Overlapping Problem , 1998 .

[29]  Chandra R. Bhat,et al.  ACCOMMODATING FLEXIBLE SUBSTITUTION PATTERNS IN MULTI-DIMENSIONAL CHOICE MODELING: FORMULATION AND APPLICATION TO TRAVEL MODE AND DEPARTURE TIME CHOICE , 1998 .

[30]  Shlomo Bekhor,et al.  Investigation of Stochastic Network Loading Procedures , 1998 .

[31]  Chandra R. Bhat,et al.  Accommodating variations in responsiveness to level-of-service measures in travel mode choice modeling , 1998 .

[32]  M. Bierlaire,et al.  Discrete Choice Methods and their Applications to Short Term Travel Decisions , 1999 .

[33]  K. Train,et al.  Joint mixed logit models of stated and revealed preferences for alternative-fuel vehicles , 1999, Controlling Automobile Air Pollution.

[34]  Bas Tutert,et al.  Evaluating Networkwide Effects of Variable Message Signs in the Netherlands , 1999 .

[35]  C. Bhat An analysis of evening commute stop-making behavior using repeated choice observations from a multi-day survey , 1999 .

[36]  Hani S. Mahmassani,et al.  Role of Congestion and Information in Trip-Makers’ Dynamic Decision Processes: Experimental Investigation , 1999 .

[37]  Antonino Vitetta,et al.  IMPLICIT AVAILABILITY/PERCEPTION LOGIT MODELS FOR ROUTE CHOICE IN TRANSPORTATION NETWORKS , 1999 .

[38]  J. Herriges,et al.  Valuing Recreation and the Environment , 1999 .

[39]  Hani S. Mahmassani,et al.  DYNAMICS OF COMMUTING DECISION BEHAVIOR UNDER ADVANCED TRAVELER INFORMATION SYSTEMS , 1999 .

[40]  Randolph W. Hall,et al.  Handbook of transportation science , 1999 .

[41]  C. Bhat Quasi-random maximum simulated likelihood estimation of the mixed multinomial logit model , 2001 .

[42]  David A. Hensher,et al.  Handbook of Transport Modelling , 2000 .

[43]  A. Tversky,et al.  Choices, Values, and Frames , 2000 .

[44]  Satoshi Fujii,et al.  Anticipated Travel Time, Information Acquisition, and Actual Experience: Hanshin Expressway Route Closure, Osaka-Sakai, Japan , 2000 .

[45]  K. Train Halton Sequences for Mixed Logit , 2000 .

[46]  D. McFadden,et al.  MIXED MNL MODELS FOR DISCRETE RESPONSE , 2000 .

[47]  Chandra R. Bhat,et al.  Incorporating Observed and Unobserved Heterogeneity in Urban Work Travel Mode Choice Modeling , 2000, Transp. Sci..

[48]  F. Koppelman,et al.  The paired combinatorial logit model: properties, estimation and application , 2000 .

[49]  Joan L. Walker Extended discrete choice models : integrated framework, flexible error structures, and latent variables , 2001 .

[50]  J. March,et al.  Adaptation as Information Restriction: The Hot Stove Effect , 2001 .

[51]  S. Bekhor,et al.  Stochastic User Equilibrium Formulation for Generalized Nested Logit Model , 2001 .

[52]  T. Gärling,et al.  Perspectives on Travel Behaviour , 2001 .

[53]  F. Koppelman,et al.  The generalized nested logit model , 2001 .

[54]  Shlomo Bekhor,et al.  Adaptation of Logit Kernel to Route Choice Situation , 2002 .

[55]  Donald L. Fisher,et al.  Risk Attitude Reversals in Drivers' Route Choice When Range of Travel Time Information Is Provided , 2002, Hum. Factors.

[56]  David A. Hensher,et al.  The Mixed Logit Model: the State of Practice and Warnings for the Unwary , 2001 .

[57]  C. Bhat Simulation estimation of mixed discrete choice models using randomized and scrambled Halton sequences , 2003 .

[58]  Hani S. Mahmassani,et al.  Analyzing heterogeneity and unobserved structural effects in route-switching behavior under ATIS: a dynamic kernel logit formulation , 2003 .

[59]  Michel Bierlaire,et al.  BIOGEME: a free package for the estimation of discrete choice models , 2003 .

[60]  Erel Avineri,et al.  Sensitivity to Uncertainty: Need for a Paradigm Shift , 2003 .

[61]  Thomas Pitz,et al.  Experiments and Simulations on Day-to-Day Route Choice-Behaviour , 2003, SSRN Electronic Journal.

[62]  I. Erev,et al.  Small feedback‐based decisions and their limited correspondence to description‐based decisions , 2003 .

[63]  Mohamed Abdel-Aty,et al.  Modeling drivers' diversion from normal routes under ATIS using generalized estimating equations and binomial probit link function , 2004 .

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

[65]  S. Bekhor,et al.  Route Choice Models Used in the Stochastic User Equilibrium Problem: A Review , 2004 .

[66]  I. Erev,et al.  On adaptation, maximization, and reinforcement learning among cognitive strategies. , 2005, Psychological review.

[67]  Serge P. Hoogendoorn,et al.  Joint Modeling of Advanced Travel Information Service, Habit, and Learning Impacts on Route Choice by Laboratory Simulator Experiments , 2005 .

[68]  Hjp Harry Timmermans,et al.  Costs of Travel Time Uncertainty and Benefits of Travel Time Information: Conceptual Model and Numerical Examples , 2006 .

[69]  Joseph N. Prashker,et al.  The Impact of Travel Time Information on Travelers’ Learning under Uncertainty , 2006 .

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

[71]  Jerker Denrell Adaptive learning and risk taking. , 2007, Psychological review.

[72]  Yoram Shiftan,et al.  Behavioral Insights in Route Choice Models wth Real-Time Information , 2007 .

[73]  David A. Hensher,et al.  Route Choice Behaviour of Freeway Travellers Under Real-time Traffic Information Provision – Application of the Best Route and the Habitual Route Choice Mechanisms , 2007 .

[74]  Peter Bonsall Modelling Response to Information Systems and Other Intelligent Transport System Innovations , 2007 .

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

[76]  Michel Bierlaire,et al.  Modeling Learning in Route Choice , 2007 .

[77]  Thomas Pitz,et al.  Commuters route choice behaviour , 2007, Games Econ. Behav..

[78]  Chih-Cheng Chen,et al.  Dynamic commuter departure time choice under uncertainty , 2008 .

[79]  D. Ettema,et al.  Using incentives as traffic management tool: empirical results of the "peak avoidance" experiment , 2010 .

[80]  Eran Ben-Elia,et al.  The combined effect of information and experience on drivers’ route-choice behavior , 2008 .

[81]  J. Polak Reference dependence and endogenous reference points in models of mode choice , 2008 .

[82]  D. Ettema,et al.  Commuters’ Choice-Behavior with Rewards for Avoiding Peak-Hour Driving , 2010 .

[83]  Moshe Ben-Akiva,et al.  Adaptive route choices in risky traffic networks: A prospect theory approach , 2010 .

[84]  Chandra R. Bhat,et al.  Modeling the choice continuum: an integrated model of residential location, auto ownership, bicycle ownership, and commute tour mode choice decisions , 2011 .