Cost-aware generative design for urban ‘cool spots’: A random forest-principal component analysis-augmented combinatorial optimization approach

•A novel generative design approach is proposed for affordable urban cool spots.•Random Forest is deployed to accelerate simulating outdoor thermal environment.•Principal Component Analysis merges cost indicators into one objective function.•Genetic algorithm generates mass-based design layouts base...

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Vydané v:	Energy and buildings Ročník 295; s. 113317
Hlavní autori:	Peng, Ziyu, Lu, Weisheng, Hao, Tongping, Tang, Xu, Huang, Jianxiang, Webster, Chris
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 15.09.2023
Predmet:	Construction cost Design assistance tool Generative design Multi-objective combinatorial optimization Outdoor thermal comfort Construction cost Generative design Outdoor thermal comfort Design assistance tool Multi-objective combinatorial optimization
ISSN:	0378-7788
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