Particle swarm optimization: A comprehensive survey

TM Shami, AA El-Saleh, M Alswaitti, Q Al-Tashi… - Ieee …, 2022 - ieeexplore.ieee.org
Particle swarm optimization (PSO) is one of the most well-regarded swarm-based algorithms
in the literature. Although the original PSO has shown good optimization performance, it still …

State-of-the-art review of geotechnical-driven artificial intelligence techniques in underground soil-structure interaction

SC Jong, DEL Ong, E Oh - Tunnelling and Underground Space Technology, 2021 - Elsevier
There has been an increasing demand for underground construction due to urbanization
and limited land in metropolitan cities in the recent years. However, the behavior of …

35 Years of (AI) in geotechnical engineering: state of the art

AM Ebid - Geotechnical and Geological Engineering, 2021 - Springer
It was 35 years ago since the first usage of Artificial Intelligence (AI) technique in
geotechnical engineering, during those years many (AI) techniques were developed based …

Research on large-scale bi-level particle swarm optimization algorithm

JJ Jiang, WX Wei, WL Shao, YF Liang, YY Qu - Ieee Access, 2021 - ieeexplore.ieee.org
Targeting at the slow convergence and the local optimum problems of particle swarm
optimization (PSO), a large-scale bi-level particle swarm optimization algorithm is proposed …

Particle swarm optimization variants for solving geotechnical problems: review and comparative analysis

AR Kashani, R Chiong, S Mirjalili… - Archives of Computational …, 2021 - Springer
Optimization techniques have drawn much attention for solving geotechnical engineering
problems in recent years. Particle swarm optimization (PSO) is one of the most widely used …

An effective artificial intelligence approach for slope stability evaluation

M Khajehzadeh, MR Taha, S Keawsawasvong… - Ieee …, 2022 - ieeexplore.ieee.org
In this study, an effective intelligent system based on artificial neural networks (ANN) and a
new version of the sine cosine algorithm (SCA) is developed to evaluate and predict the …

Adaptive salp swarm algorithm for optimization of geotechnical structures

M Khajehzadeh, A Iraji, A Majdi, S Keawsawasvong… - Applied Sciences, 2022 - mdpi.com
Based on the salp swarm algorithm (SSA), this paper proposes an efficient metaheuristic
algorithm for solving global optimization problems and optimizing two commonly …

[HTML][HTML] Slope stability analysis based on improved radial movement optimization considering seepage effect

L Jin, J Wei, C Luo, T Qin - Alexandria Engineering Journal, 2023 - Elsevier
Among various effecting factors, groundwater is commonly known as one of the major
triggers for slope failures. Thus, it is great significant of considering the contribution from …

Reliability and parameter sensitivity analysis on geosynthetic-reinforced slope with considering spatially variability of soil properties

Y Wang, H Fu, Y Wan, X Yu - Construction and Building Materials, 2022 - Elsevier
The Bishop method is often adopted to evaluate the stability of slope, but this method can't
effectively consider the inherent variation characteristics of soil. This study focuses on the …

Seismic analysis of earth slope using a novel sequential hybrid optimization algorithm

M Khajehzadeh, S Keawsawasvong, P Sarir… - Periodica Polytechnica …, 2022 - pp.bme.hu
One of the most important topics in geotechnical engineering is seismic analysis of the earth
slope. In this study, a pseudo-static limit equilibrium approach is applied for the slope …