CIV531_Assignment3_Fall 2023

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University of Toronto *

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531

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Civil Engineering

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Dec 6, 2023

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UNIVERSITY OF TORONTO Department of Civil & Mineral Engineering CIV 531F Transport Planning Fall 2023 Assignment 3 Mode Choice Modelling Question 1) A logit model is applied to the choice of mode for work trips in a city. Two models are formulated. The first model is formulated for downtown-oriented trips where relatively good transit services exist. The second model is formulated for non-downtown-oriented trips. The utility functions are: Auto passenger(P), V p =cX3 p -dL3 p -eCH p Auto driver(D), V D =cX3 D -dL3 D -eCH D +aTI+b Transit passenger(T), V T =cX3 T -dL3 T -eCH T +f where X3 m is the access time for mode m L3 m is in-vehicle (or line-haul) time for mode m CH m is the cost for mode m TI is transformed household income = 1000[1-exp(-0.035xINC)], where INC is income a,b,c,d,e,f are model parameters that are estimated as follows: Parameter Down-town model Non-down-town model a 0.0295 0.0268 b -1.4809 -0.5441 c 0.0916 0.1314 d 0.0563 0.0192 e 0.0106 0.0184 f 1.1635 1.6600 a) Evaluate the estimated model 1. Does each coefficient have a proper sign? 2. What statistical tests would you perform on the model, and what other information (other than those presented in the table) would you need to do so? 3. Can you estimate the direct elasticity of travel cost by each model with the information that is provided here? Please explain. b) Please compare the parameters of the two models. Do they make sense to you? Do you have any alternative proposal of one model than the two models given here?
Question 2) Consider a three-mode choice situation in which a worker must choose between auto, bus, and walking for the journey to work. The systematic utility functions for the alternatives are : V auto = 1.0-0.1(TT auto )-0.05(TC auto ) V bus = -0.1(TT bus )-0.05(TC bus ) V walk = -0.5-0.1(TT walk ) Where : TT i = travel time by mode i, minutes TC i = out-of-pocket travel cost by mode i, dollars A person is faced with travel times of 8, 14 and 24 minutes for the auto, bus and walk modes, respectively. Similarly, out-of-pocket travel costs by auto and bus are $2.00 and $1.80, respectively. a) Calculate the probability of auto, bus, and walk for this person. b) The buses in this example are operated by the Red Bus Transit Co. Assume that a new operator, Blue Coach Lines, introduces a service that is identical to that of the Red Bus Transit Co. (i.e. 14 minute travel time, $1.80 fare, and follows the same utility function shown above), except that the buses are blue instead of red. We now have four modes being chosen. Calculate the probabilities of each of these four modes. c) Compare the results to those of the three-mode example. Are the results reasonable, especially given that the model ignores the frequency of service? Why or why not? d) Compute the following point elasticities: i) The direct elasticity of the person’s probability of using the auto drive mode with respect to auto out-of-pocket travel cost. ii) The cross elasticity of the person’s probability of using the bus mode with respect to auto out-of-pocket cost. iii) The cross elasticity of the person’s probability of using the auto mode with respect to bus out-of-pocket cost/fare. Compare the results of parts (ii) and (iii) above. Briefly discuss the reasonableness of these results. Given that auto travel cost is essentially determined by the price of gasoline, briefly discuss the implications for the use of gasoline taxes as a means for reducing auto usage.
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