Golden search optimization algorithm

M Noroozi, H Mohammadi, E Efatinasab… - IEEE …, 2022 - ieeexplore.ieee.org
This study introduces an effective population-based optimization algorithm, namely the
Golden Search Optimization Algorithm (GSO), for numerical function optimization. The new …

[HTML][HTML] Multivariate adaptive regression splines analysis for 3D slope stability in anisotropic and heterogenous clay

J Shiau, S Keawsawasvong - Journal of Rock Mechanics and …, 2023 - Elsevier
Little research can be found in relation to the stability of anisotropic and heterogenous soils
in three dimensions. In this paper, we propose a study on the three-dimensional (3D) …

Bearing capacity of conical footing on anisotropic and heterogeneous clays using FEA and ANN

VQ Lai, J Shiau, CN Van, HD Tran… - Marine Georesources …, 2023 - Taylor & Francis
The paper presents axisymmetric FEA solutions for the bearing capacity of conical footings
embedded in anisotropic and inhomogeneous clays using NGI-ADP model. The bearing …

Modified salp swarm optimization for parameter estimation of solar PV models

M Yaghoubi, M Eslami, M Noroozi… - IEEE …, 2022 - ieeexplore.ieee.org
The identification of parameters in solar cell models is still a major challenge in photovoltaic
(PV) system simulation and design. Because of its more basic ideas, efficiency, adaptability …

[HTML][HTML] Prediction of penetration resistance of a spherical penetrometer in clay using multivariate adaptive regression splines model

S Sirimontree, T Jearsiripongkul, VQ Lai… - Sustainability, 2022 - mdpi.com
This paper presents the technique for solving the penetration resistance factor of a spherical
penetrometer in clay under axisymmetric conditions by taking the adhesion factor, the …

[HTML][HTML] Effective hybrid soft computing approach for optimum design of shallow foundations

M Khajehzadeh, S Keawsawasvong, ML Nehdi - Sustainability, 2022 - mdpi.com
In this study, an effective intelligent system based on artificial neural networks (ANNs) and a
modified rat swarm optimizer (MRSO) was developed to predict the ultimate bearing …

[HTML][HTML] Prediction of the stability of various tunnel shapes based on Hoek–Brown failure criterion using artificial neural network (ANN)

T Jearsiripongkul, S Keawsawasvong, C Thongchom… - Sustainability, 2022 - mdpi.com
In this paper, artificial neural network (ANN) models are presented in order to enable a
prompt assessment of the stability factor of tunnels in rock masses based on the Hoek …

[HTML][HTML] Stability evaluation of elliptical tunnels in natural clays by integrating FELA and ANN

W Jitchaijaroen, W Wipulanusat… - Results in …, 2023 - Elsevier
The stability of tunnels in clayey soil is a major concern for underground space technology.
Clay has anisotropy in shear strength induced by depositional and sedimentation …

[HTML][HTML] Slope stability prediction method based on intelligent optimization and machine learning algorithms

Y Yang, W Zhou, IM Jiskani, X Lu, Z Wang, B Luan - Sustainability, 2023 - mdpi.com
Slope engineering is a type of complex system engineering that is mostly involved in water
conservancy and civil and mining engineering. Moreover, the link between slope stability …

A comprehensive review of slope stability analysis based on artificial intelligence methods

W Gao, S Ge - Expert Systems with Applications, 2023 - Elsevier
For preventing landslide disasters caused by the slope collapse, it is crucial to research on
the investigation of slope stability. For the very complex influence factors on the slope …