作者: Ryuichi Kitamura , Cynthia Chen , Ram M. Pendyala , Ravi Narayanan
关键词: Mathematical model 、 Data mining 、 Monte Carlo method 、 Computer simulation 、 Journey to work 、 Econometrics 、 Demand forecasting 、 Microsimulation 、 Computer science 、 Source code 、 Travel behavior
摘要: The development and initial validation results of a micro-simulator for the generation daily activity-travel patterns are presented in this paper. simulator assumes sequential history time-of-day dependent structure. Its components developed based on decomposition pattern into to which certain aspects observed behavior correspond, thus establishing link between mathematical models observational data. Each model is relatively simple estimated using commonly adopted estimation methods existing data sets. A computer code has been travel have generated by Monte Carlo simulation. Study show that individuals' can be synthesized practical manner micro-simulation. Results analyses suggest properly representing rigidities schedules important simulating patterns.