Investigation of the relationships between enclosed architectural spatial forms and indoor–outdoor thermal comfort based on explainable machine learning and optimization algorithms
Liang Yuan, Yuxin Zhou, Kun Wang, Linyue Wei, Chenyu Huang, Taoyuan Zhang, Hongzhi Mo, Shi Yin, Yixin Jian, Yixi Wang, Sihan Xue
Topics & Concepts
InterpretabilityThermal comfortHyperparameterMachine learningComputer scienceArtificial intelligenceScalabilityKey (lock)Bayesian optimizationBayesian probabilityMulti-objective optimizationIndex (typography)Evolutionary algorithmThermalGenetic algorithmAlgorithmArchitectural designMathematical optimizationBuilding Energy and Comfort OptimizationUrban Heat Island MitigationNoise Effects and Management