Concepedia

Machine learning-boosted multi-objective optimization of integrated shading systems: Enhancing daylight availability, glare protection, and energy savings

Wei Zhang, Han Qiu, Yinyi Shi, Lan Zhang

Building and Environment · 2025 · 11 citations · 63 references

DOI

Concepts

References

63

Grey Wolf Optimizer

Seyedali Mirjalili, Seyed Mohammad Mirjalili, Seyed Mohammad Mirjalili et al. · Advances in Engineering Software · 2014 · 18.4K citations · Full text

Evaluation methods and development of a new glare prediction model for daylight environments with the use of CCD cameras

Jan Wienold, Jens Christoffersen · Energy and Buildings · 2006 · 994 citations

, , +16

Useful daylight illuminance: a new paradigm for assessing daylight in buildings

Azza Nabil, John Mardaljevic · Lighting Research & Technology · 2005 · 654 citations

, , +16

Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series

Matheus Henrique Dal Molin Ribeiro, Leandro dos Santos Coelho · Applied Soft Computing · 2019 · 520 citations

, , +12

A performance comparison of multi-objective optimization algorithms for solving nearly-zero-energy-building design problems

Mohamed Hamdy, Anh-Tuan Nguyen, Jlm Jan Hensen · Energy and Buildings · 2016 · 324 citations · Full text

, , +16