Population-based optimization in structural engineering: a review

AR Kashani, CV Camp, M Rostamian, K Azizi… - Artificial Intelligence …, 2022 - Springer
Structural engineering is focused on the safe and efficient design of infrastructure. Projects
can range in size and complexity, many requiring massive amounts of materials and …

Topology optimization: a review for structural designs under vibration problems

S Zargham, TA Ward, R Ramli, IA Badruddin - Structural and …, 2016 - Springer
This article provides a comprehensive review of structural optimization employing topology
methods for structures under vibration problems. Topology optimization allows creative and …

EEMD method and WNN for fault diagnosis of locomotive roller bearings

Y Lei, Z He, Y Zi - Expert Systems with Applications, 2011 - Elsevier
The ensemble empirical mode decomposition (EEMD) can overcome the mode mixing
problem of the empirical mode decomposition (EMD) and therefore provide more precise …

Truss optimization with dynamic constraints using a particle swarm algorithm

HM Gomes - Expert Systems with Applications, 2011 - Elsevier
In this paper, a structural truss mass optimization on size and shape is performed taking into
account frequency constraints. It is well-known that structural optimizations on shape and …

Artificial neural networks for vibration based inverse parametric identifications: A review

MS Hossain, ZC Ong, Z Ismail, S Noroozi… - Applied Soft Computing, 2017 - Elsevier
Vibration behavior of any solid structure reveals certain dynamic characteristics and property
parameters of that structure. Inverse problems dealing with vibration response utilize the …

Water temperature forecasting based on modified artificial neural network methods: Two cases of the Yangtze River

R Qiu, Y Wang, D Wang, W Qiu, J Wu, Y Tao - Science of The Total …, 2020 - Elsevier
Water temperature is a controlling indicator of river habitat since many physical, chemical
and biological processes in rivers are temperature dependent. Highly precise and reliable …

[HTML][HTML] Metamodel-assisted design optimization in the field of structural engineering: A literature review

I Negrin, M Kripka, V Yepes - Structures, 2023 - Elsevier
Metamodel-assisted optimization is a valuable alternative to handle structural design
optimization procedures, which are usually quite expensive and sometimes even prohibitive …

A wavelet support vector machine‐based neural network metamodel for structural reliability assessment

H Dai, Z Cao - Computer‐Aided Civil and Infrastructure …, 2017 - Wiley Online Library
Wavelet neural network (WNN) has been widely used in the field of civil engineering.
However, WNN can only effectively handle problems of small dimensions as the …

Elastic structural analysis based on graph neural network without labeled data

LH Song, C Wang, JS Fan… - Computer‐Aided Civil and …, 2023 - Wiley Online Library
Artificial intelligence is gaining increasing popularity in structural analysis. However, at the
structural system level, the appropriateness of data representation, the paucity of data, and …

Performance-based optimum seismic design of steel structures by a modified firefly algorithm and a new neural network

S Gholizadeh - Advances in Engineering Software, 2015 - Elsevier
Structural optimization for performance-based seismic design (PBSD) in earthquake
engineering aims at finding optimum design variables corresponding to a minimum …