The Use of Disaggregate Choice Models in Semi-Markov Process Models of Trip Chaining Behavior

Travel demand models currently used in practice generally ignore the phenomenon of trip chaining. However, there is growing evidence that the possibility of forming more efficient trip tours may be a principal mechanism by which travelers adapt their behavior when confronted with gasoline shortages or severe price increases. This paper tries to synthesize two different analysis methodologies, disaggregate choice models and semi-Markov processes, to develop an operational, policy sensitive model of non-work trip chaining. The theory of each of these methods is briefly described. A model of trip chaining is then formulated. An example of the model, implemented for Rochester, New York, is then presented, and conclusions regarding potentially fruitful extensions are drawn.

[1]  D. McFadden Conditional logit analysis of qualitative choice behavior , 1972 .

[2]  Ralph B. Ginsberg,et al.  Critique of probabilistic models: Application of the Semi‐Markov model to migration , 1972 .

[3]  Thomas J Adler,et al.  Modeling non-work travel patterns , 1976 .

[4]  Frank S. Koppelman,et al.  GUIDELINES FOR AGGREGATE TRAVEL PREDICTION USING DISAGGREGATE CHOICE MODELS , 1976 .

[5]  Moshe Ben-Akiva,et al.  JOINT-CHOICE MODEL FOR FREQUENCY, DESTINATION, AND TRAVEL MODE FOR SHOPPING TRIPS , 1976 .

[6]  Charles Lave A BEHAVIORAL APPROACH TO MODAL SPLIT FORECASTING , 1969 .

[7]  R. Pyke Markov renewal processes: Definitions and preliminary properties , 1961 .

[8]  S. Warner,et al.  Stochastic choice of mode in urban travel : a study in binary choice , 1962 .

[9]  E. Çinlar QUEUES WITH SEMI-MARKOVIAN ARRIVALS , 1967 .

[10]  Steven R. Lerman,et al.  The Estimation of Choice Probabilities from Choice Based Samples , 1977 .

[11]  Joseph L. Schofer,et al.  Markov Renewal Model of Linked Trip Travel Behavior , 1972 .

[12]  K. Lancaster A New Approach to Consumer Theory , 1966, Journal of Political Economy.

[13]  Ralph B. Ginsberg,et al.  Incorporating causal structure and exogenous information with probabilistic models: With special reference to choice, gravity, migration, and Markov chains , 1972 .

[14]  Moshe Ben-Akiva,et al.  STRUCTURE OF PASSENGER TRAVEL DEMAND MODELS , 1974 .

[15]  Charles F. Manski,et al.  SAMPLE DESIGN FOR DISCRETE CHOICE ANALYSIS OF TRAVEL BEHAVIOR , 1978 .

[16]  Ralph B. Ginsberg,et al.  Semi‐Markov processes and mobility† , 1971 .

[17]  J. Bain,et al.  Activity choice analysis time allocation and disaggregate travel demand modeling. , 1976 .

[18]  K Kondo,et al.  ESTIMATION OF PERSON TRIP PATTERNS AND MODAL SPLIT , 1974 .