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 …

[HTML][HTML] Artificial intelligence applied to conceptual design. A review of its use in architecture

MLC Pena, A Carballal, N Rodríguez-Fernández… - Automation in …, 2021 - Elsevier
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 …

Architectural layout design through deep learning and agent-based modeling: A hybrid approach

M Rahbar, M Mahdavinejad, AHD Markazi… - Journal of Building …, 2022 - Elsevier
This paper presents a novel hybrid approach for generating automated 2D architectural
layouts by combining agent-based modeling with deep learning algorithms. The primary …

Data-driven interior plan generation for residential buildings

W Wu, XM Fu, R Tang, Y Wang, YH Qi… - ACM Transactions on …, 2019 - dl.acm.org
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 …

Automated floorplan generation in architectural design: A review of methods and applications

RE Weber, C Mueller, C Reinhart - Automation in Construction, 2022 - Elsevier
Accommodating predicted population growth and urbanization within the UN Climate Goals
poses a significant challenge for disciplines that engage with the built environment. High …

A multimodal multiobjective evolutionary algorithm using two-archive and recombination strategies

Y Liu, GG Yen, D Gong - IEEE Transactions on Evolutionary …, 2018 - ieeexplore.ieee.org
There have been few researches on solving multimodal multiobjective optimization
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 …

A multipopulation evolutionary algorithm for solving large-scale multimodal multiobjective optimization problems

Y Tian, R Liu, X Zhang, H Ma… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Multimodal multiobjective optimization problems (MMOPs) widely exist in real-world
applications, which have multiple equivalent Pareto-optimal solutions that are similar in the …

Computer-generated residential building layouts

P Merrell, E Schkufza, V Koltun - ACM SIGGRApH Asia 2010 papers, 2010 - dl.acm.org
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 …

Reinforced concrete structural design optimization: A critical review

M Afzal, Y Liu, JCP Cheng, VJL Gan - Journal of Cleaner Production, 2020 - Elsevier
Building design optimization plays an important role in maximizing the reliability, cost
efficiency, and environmental sustainability of constructed facilities. As the construction of …