Concepedia

A surrogate-assisted optimization framework for microclimate-sensitive urban design practice

Yihan Wu, Qingming Zhan, Steven Jige Quan, Yuli Fan, Yang Yu

Building and Environment · 2021 · 59 citations · 50 references

Concepts

ArchitectureUrban DesignUrban PlanningBioclimatic DesignDesign OptimizationOptimizationMicroclimate DesignParameter OptimizationSurrogate ModelingSurrogate-assisted OptimizationSurrogate-based OptimizationUrban MicroclimateMulti-objective Surrogate ModelingSurrogate Model ConstructionSurrogate-assisted Design OptimizationSurrogate-assisted Multiobjective OptimizationUrban Microclimate Design

References

50

Genetic algorithms in search, optimization, and machine learning

Choice Reviews Online · 1989 · 49.3K citations

Computing, Computer Science, Algorithms +14

A fast and elitist multiobjective genetic algorithm: NSGA-II

Kalyanmoy Deb, Amrit Pratap, Sakshi Agarwal et al. · IEEE Transactions on Evolutionary Computation · 2002 · 47.8K citations

Natural Sciences, Evolutionary Biology, Algorithms +10

Efficient Global Optimization of Expensive Black-Box Functions

Donald R. Jones, Matthias Schonlau, William J. Welch · Journal of Global Optimization · 1998 · 7.8K citations

Natural Sciences, Computer Science, Algorithms +10

Street design and urban canopy layer climate

T. R. Oke · Energy and Buildings · 1988 · 1.8K citations

Architecture, Urban Design, Urban Planning +14

Surrogate-assisted evolutionary computation: Recent advances and future challenges

Yaochu Jin · Swarm and Evolutionary Computation · 2011 · 1.4K citations

Architecture, Computational Engineering, Optimization +13