A review of surrogate-assisted evolutionary algorithms for expensive optimization problems

C He, Y Zhang, D Gong, X Ji - Expert Systems with Applications, 2023 - Elsevier
Many problems in real life can be seen as Expensive Optimization Problems (EOPs).
Compared with traditional optimization problems, the evaluation cost of candidate solutions …

A comprehensive survey on NSGA-II for multi-objective optimization and applications

H Ma, Y Zhang, S Sun, T Liu, Y Shan - Artificial Intelligence Review, 2023 - Springer
In the last two decades, the fast and elitist non-dominated sorting genetic algorithm (NSGA-
II) has attracted extensive research interests, and it is still one of the hottest research …

Multi-objective optimization of a hybrid renewable energy system supplying a residential building using NSGA-II and MOPSO algorithms

R Cheraghi, MH Jahangir - Energy Conversion and Management, 2023 - Elsevier
Multi-objective optimization of a hybrid system is investigated to supply an autonomous
residential building. The proposed system consists of photovoltaic panel, wind turbine …

Multi-objective optimization of passive energy efficiency measures for net-zero energy building in Morocco

N Abdou, YEL Mghouchi, S Hamdaoui, NEL Asri… - Building and …, 2021 - Elsevier
The present study aims to assess the possibility of achieving net zero energy building in the
Moroccan housing stock by combining architectural energy efficiency practices and …

A review on optimization methods applied in energy-efficient building geometry and envelope design

F Kheiri - Renewable and Sustainable Energy Reviews, 2018 - Elsevier
Building envelope parameters and geometric configurations can considerably influence the
building energy performance. However, determining the best trade-offs of different building …

The effect of occupant distribution on energy consumption and COVID-19 infection in buildings: A case study of university building

R Mokhtari, MH Jahangir - Building and Environment, 2021 - Elsevier
The occupant density in buildings is one of the major and overlooked parameters affecting
the energy consumption and virus transmission risk in buildings. HVAC systems energy …

Passive design optimization of newly-built residential buildings in Shanghai for improving indoor thermal comfort while reducing building energy demand

S Gou, VM Nik, JL Scartezzini, Q Zhao, Z Li - Energy and buildings, 2018 - Elsevier
The objective of this paper is to optimize the passive design of newly-built residential
buildings in hot summer and cold winter region of China for improving indoor thermal …

Passive design optimization of low energy buildings in different climates

F Harkouss, F Fardoun, PH Biwole - Energy, 2018 - Elsevier
Worldwide, the residential buildings are consuming a considerable amount of energy. The
high potential of buildings towards energy efficiency has drawn special attention to the …

Towards adoption of building energy simulation and optimization for passive building design: A survey and a review

Z Tian, X Zhang, X Jin, X Zhou, B Si, X Shi - Energy and Buildings, 2018 - Elsevier
Integrating optimization algorithms into simulation-based design processes is a promising
approach for achieving energy efficient buildings. Building Energy Simulation and …

Simulation optimisation towards energy efficient green buildings: Current status and future trends

VJL Gan, IMC Lo, J Ma, KT Tse, JCP Cheng… - Journal of Cleaner …, 2020 - Elsevier
The increasing global importance of climate change has been clearly recognised in the last
few years. The building industry contributed to a large proportion of the global energy use …