Overview of UrbanSim and the Open Platform for Urban Simulation

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UrbanSim Models: Zonal VersionHouseholdLocationModelsLandDevelopmentModelsReal Estate Price ModelResidential Development ProjectLocation Choice ModelNonresidential Development ProjectLocation Choice ModelBuilding Construction ModelEmploymentLocationModelsHousehold Transition ModelHousehold Relocation ModelHousehold Location Choice ModelEmployment Transition ModelEmployment Relocation ModelEmployment Location Choice Model
UrbanSim Models: Full Parcel VersionLandDevelopmentModelsProcess Pipeline EventsReal Estate Price ModelHouseholdLocationModelsExpected Sale Price ModelDevelopment Proposal Choice ModelBuilding Construction ModelEmploymentLocationModelsHousehold Transition ModelHousehold Relocation ModelHousehold Location Choice ModelEmployment Transition ModelEmployment Relocation ModelEmployment Location Choice ModelEconomic Transition ModelWorkplaceLocationModelsHome-based Job Choice ModelWorkplace Location Choice ModelJob Change Model
Page 2 and 3: Agenda• UrbanSim Overview• Simp
Page 4 and 5: UrbanSim ObjectivesMust assess the
Page 6 and 7: UrbanSim Models:Über-Über-Simplif
Page 10 and 11: Model Specification: Multinomial Lo
Page 12 and 13: Employment Location ChoicePredicts
Page 14 and 15: Model Assessment Methods• Assessm
Page 16 and 17: Historical Validation from 1980 - 1
Page 18 and 19: Comparison of Predicted to Observed
Page 20 and 21: Design Requirements for Opus• Ope
Page 23 and 24: Integrated Estimation & Application
Page 25 and 26: Integration of HeterogeneousCompone
Page 27 and 28: Data Integration in UrbanSim27
Page 29 and 30: New Model System Based onParcels an
Page 31 and 32: Input Data: UGB and Environmental
Page 33 and 34: Input Data: Employment
Page 35 and 36: The Magnitude of the ProblemSeattle
Page 37: Data Imputation Tool
Page 40 and 41: Data ImputationK-Nearest Neighbors
Page 42 and 43: Machine Learning/Data MiningSo far,
Page 44: Results: Completion and ValidationR

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