[HTML][HTML] Artificial intelligence and smart vision for building and construction 4.0: Machine and deep learning methods and applications
This article presents a state-of-the-art review of the applications of Artificial Intelligence (AI),
Machine Learning (ML), and Deep Learning (DL) in building and construction industry 4.0 in …
Machine Learning (ML), and Deep Learning (DL) in building and construction industry 4.0 in …
[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 …
[图书][B] Applications of metaheuristic optimization algorithms in civil engineering
A Kaveh - 2017 - Springer
Recent advances in civil engineering technology require greater accuracy, efficiency, and
speed in the analysis and design of the corresponding systems. It is therefore not surprising …
speed in the analysis and design of the corresponding systems. It is therefore not surprising …
Design explorations of performance driven geometry in architectural design using parametric modeling and genetic algorithms
In this paper we discuss the benefits derived by combining parametric modeling and genetic
algorithms to achieve a performance oriented process in design, with specific focus on …
algorithms to achieve a performance oriented process in design, with specific focus on …
[HTML][HTML] A generative architectural and urban design method through artificial neural networks
Abstract Machine learning, as a computational tool for finding mappings between the input
and output data, has been widely used in engineering fields. Researchers have applied …
and output data, has been widely used in engineering fields. Researchers have applied …
An efficient recurrent neural network for defensive Stackelberg game
R Khanduzi, AK Sangaiah - Journal of Computational Science, 2023 - Elsevier
Highlights•We propose a recurrent neural network (RNN)-based bilevel programming
problem formulation for the continuous defensive location problem (CDLP).•We execute the …
problem formulation for the continuous defensive location problem (CDLP).•We execute the …
Particle bee algorithm for tower crane layout with material quantity supply and demand optimization
LC Lien, MY Cheng - Automation in Construction, 2014 - Elsevier
The tower crane layout (TCL) problem, a typical construction site layout (CSL) problem, is
currently used in a wide range of construction projects and site conditions. The tower crane …
currently used in a wide range of construction projects and site conditions. The tower crane …
[HTML][HTML] Hospital layout design renovation as a Quadratic Assignment Problem with geodesic distances
Hospital facilities are known as functionally complex buildings. There are usually
configurational problems that lead to inefficient transportation processes for patients …
configurational problems that lead to inefficient transportation processes for patients …
A hybrid swarm intelligence based particle-bee algorithm for construction site layout optimization
LC Lien, MY Cheng - Expert systems with applications, 2012 - Elsevier
The construction site layout (CSL) design presents a particularly interesting area of study
because of its relatively high level of attention to usability qualities, in addition to common …
because of its relatively high level of attention to usability qualities, in addition to common …
An intuitive daylighting performance analysis and optimization approach
M Andersen, S Kleindienst, L Yi, J Lee… - Building Research & …, 2008 - Taylor & Francis
The effective integration of daylighting considerations into the design process requires many
issues to be considered simultaneously, such as daily and seasonal variations, illumination …
issues to be considered simultaneously, such as daily and seasonal variations, illumination …