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 for improved project management: Current status and future directions

K Guo, L Zhang - Automation in Construction, 2022 - Elsevier
To realize project management improvement, many different objectives have to be
considered simultaneously due to the nature of complexity and uncertainty in construction …

Multi-objective optimization of Venetian blinds in office buildings to reduce electricity consumption and improve visual and thermal comfort by NSGA-II

M Baghoolizadeh, M Rostamzadeh-Renani… - Energy and …, 2023 - Elsevier
Because the building sector has become a huge energy consumer, providing useful
approaches can help tackle this important issue. Windows are an important component of a …

Building information modelling-enabled multi-objective optimization for energy consumption parametric analysis in green buildings design using hybrid machine …

Y Liu, T Li, W Xu, Q Wang, H Huang, BJ He - Energy and Buildings, 2023 - Elsevier
Green buildings (GB) have been widely promoted in various nations. However, the post
occupancy evaluation suggests many GB cannot well fulfill the expected targets. To …

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 …

Multi-objective optimisation framework for designing office windows: quality of view, daylight and energy efficiency

P Pilechiha, M Mahdavinejad, FP Rahimian… - Applied Energy, 2020 - Elsevier
This paper presents a new, multi-objective method of analysing and optimising the energy
processes associated with window system design in office buildings. The simultaneous …

Energy, economic and comfort optimization of building retrofits considering climate change: A simulation-based NSGA-III approach

F Mostafazadeh, SJ Eirdmousa, M Tavakolan - Energy and Buildings, 2023 - Elsevier
Improving building energy performance is central to promote sustainability and mitigate
climate change, but it has proved to be a challenging process requiring investigation of a …

Multi-objective approach to the optimization of shape and envelope in building energy design

A Ciardiello, F Rosso, J Dell'Olmo, V Ciancio… - Applied energy, 2020 - Elsevier
In accordance with national and international regulations, the energy usage and emissions
of buildings need to be reduced. Both new constructions and retrofit actions should consider …

Design optimization of building geometry and fenestration for daylighting and energy performance

Y Fang, S Cho - Solar Energy, 2019 - Elsevier
With the increasing demand for sustainable design and green buildings, building
performance is having a greater influence on design decisions. Design decisions on …

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 …