Algorithms for optimization of building design: A review
V Machairas, A Tsangrassoulis, K Axarli - Renewable and sustainable …, 2014 - Elsevier
Building design is quite a complicated task with the design team trying to counterbalance
various antagonistic parameters, which in turn are subject to various constraints. Due to this …
various antagonistic parameters, which in turn are subject to various constraints. Due to this …
[HTML][HTML] Artificial intelligence applied to conceptual design. A review of its use in architecture
Conceptual architectural design is a complex process that draws on past experience and
creativity to generate new designs. The application of artificial intelligence to this process …
creativity to generate new designs. The application of artificial intelligence to this process …
Architectural layout design through deep learning and agent-based modeling: A hybrid approach
This paper presents a novel hybrid approach for generating automated 2D architectural
layouts by combining agent-based modeling with deep learning algorithms. The primary …
layouts by combining agent-based modeling with deep learning algorithms. The primary …
Data-driven interior plan generation for residential buildings
We propose a novel data-driven technique for automatically and efficiently generating floor
plans for residential buildings with given boundaries. Central to this method is a two-stage …
plans for residential buildings with given boundaries. Central to this method is a two-stage …
Automated floorplan generation in architectural design: A review of methods and applications
Accommodating predicted population growth and urbanization within the UN Climate Goals
poses a significant challenge for disciplines that engage with the built environment. High …
poses a significant challenge for disciplines that engage with the built environment. High …
A multimodal multiobjective evolutionary algorithm using two-archive and recombination strategies
There have been few researches on solving multimodal multiobjective optimization
problems, whereas they are commonly seen in real-world applications but difficult for the …
problems, whereas they are commonly seen in real-world applications but difficult for the …
BIM-based graph data model for automatic generative design of modular buildings
VJL Gan - Automation in Construction, 2022 - Elsevier
As volumetric modular construction is gaining attention worldwide, there is a growing
interest in the representation and model-based data exchange for modular buildings to …
interest in the representation and model-based data exchange for modular buildings to …
A multipopulation evolutionary algorithm for solving large-scale multimodal multiobjective optimization problems
Multimodal multiobjective optimization problems (MMOPs) widely exist in real-world
applications, which have multiple equivalent Pareto-optimal solutions that are similar in the …
applications, which have multiple equivalent Pareto-optimal solutions that are similar in the …
Computer-generated residential building layouts
We present a method for automated generation of building layouts for computer graphics
applications. Our approach is motivated by the layout design process developed in …
applications. Our approach is motivated by the layout design process developed in …
Reinforced concrete structural design optimization: A critical review
Building design optimization plays an important role in maximizing the reliability, cost
efficiency, and environmental sustainability of constructed facilities. As the construction of …
efficiency, and environmental sustainability of constructed facilities. As the construction of …