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Optimization and prediction in the early design stage of office buildings using genetic and XGBoost algorithms

Hainan Yan, Ke Yan, Guohua Ji

2022Building and Environment118 citationsDOI

Topics & Concepts

WorkflowGenetic algorithmGenerative DesignCategorical variableComputer scienceThermal comfortConceptual designProcess (computing)Architectural engineeringEngineeringSimulationMachine learningMeteorologyDatabaseOperations managementPhysicsMetric (unit)Operating systemHuman–computer interactionBuilding Energy and Comfort OptimizationWind and Air Flow StudiesUrban Heat Island Mitigation
Optimization and prediction in the early design stage of office buildings using genetic and XGBoost algorithms | Litcius