Data-driven activity scheduler for agent-based mobility models
Transportation Research Part C: Emerging Technologies（2019）
摘要
•Task: schedule daily activities for a synthesized population.•Machine learning model based on data rather on expert knowledge.•Spatially-invariant location selection.•Validated on South-Moravian Region in Czech Republic (1.2 millions of citizens).
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关键词
Activity-based model,Agent-based model,Machine learning,Travel demand model,Population modelling,Model validation
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