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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 …
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 …
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
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 …
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 …
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 …
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 …
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
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 …
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
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 …
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
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 …
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
With the increasing demand for sustainable design and green buildings, building
performance is having a greater influence on design decisions. Design decisions on …
performance is having a greater influence on design decisions. Design decisions on …
Passive design optimization of low energy buildings in different climates
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 …
high potential of buildings towards energy efficiency has drawn special attention to the …