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Integrating land use, travel demand, and traffic models represents a goldstandard for regional planning, but is rarely achieved in a meaningful way,especially at the scale of disaggregate data. In this paper, we present a newarchitecture for modular microsimulation of urban land use, travel demand, andtraffic assignment. UrbanSim is an open-source microsimulation platform used bymetropolitan planning organizations worldwide for modeling the growth anddevelopment of cities over long (~30 year) time horizons. ActivitySim is anagent-based modeling platform that produces synthetic origin-destination traveldemand data, developed from the UrbanSim model and software framework. Fortraffic assignment, we have integrated two approaches. The first is a staticuser equilibrium approach that is used as a benchmark. The second is a trafficmicrosimulation approach that we have highly parallelized to run on a GPU inorder to enable full-model microsimulation of agents through the entiremodeling workflow. This paper introduces this research agenda, describes thisproject's achievements so far in developing this modular platform, and outlinesfurther research.

Architecture for Modular Microsimulation of Real Estate Markets and Transportation