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 …

Fick's Law Algorithm: A physical law-based algorithm for numerical optimization

FA Hashim, RR Mostafa, AG Hussien, S Mirjalili… - Knowledge-Based …, 2023 - Elsevier
Recently, many metaheuristic optimization algorithms have been developed to address real-
world issues. In this study, a new physics-based metaheuristic called Fick's law optimization …

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 …

Optimization of weight and cost of cantilever retaining wall by a hybrid metaheuristic algorithm

S Sharma, AK Saha, G Lohar - Engineering with Computers, 2022 - Springer
A retaining wall is a structure used to resist the lateral pressure of soil or any backfill
material. Cantilever retaining walls provide resistance to overturning and sliding by using …

Comparative performance analysis of differential evolution variants on engineering design problems

S Chakraborty, AK Saha, S Sharma, SK Sahoo… - Journal of Bionic …, 2022 - Springer
Because of their superior problem-solving ability, nature-inspired optimization algorithms
are being regularly used in solving complex real-world optimization problems. Engineering …

Artificial intelligence assisted optimization of rammed aggregate pier supported raft foundation systems based on parametric three-dimensional finite element analysis

Y Avci, AB Ekmen - Structures, 2023 - Elsevier
The increased usage of rammed aggregate piers has demanded optimizing the design
parameters of this technique. In this study, numerous parametric three-dimensional finite …

Artificial Intelligence-Assisted Optimization of Tunnel Support Systems Based on the Multiple Three-Dimensional Finite Element Analyses Considering the Excavation …

AB Ekmen, Y Avci - Iranian Journal of Science and Technology …, 2023 - Springer
The increased processing capacity of computer systems has enabled the realistic analysis of
complex geotechnical problems with the finite element method and detailed optimization …

Improved backtracking search algorithm for pseudo dynamic active earth pressure on retaining wall supporting c-Ф backfill

S Nama, AK Saha, S Ghosh - Applied Soft Computing, 2017 - Elsevier
Optimization algorithms are effective and powerful tools for solving the non-linear
optimization problems. Backtracking Search Optimization Algorithm (BSA) is a newly …

A novel improved symbiotic organisms search algorithm

S Nama, AK Saha, S Sharma - Computational Intelligence, 2022 - Wiley Online Library
For last two decades, nature‐inspired metaheuristic algorithms together with their modified,
improved, and hybrid versions have been gaining huge popularity in the field of optimization …

Improved symbiotic organisms search algorithm for solving unconstrained function optimization

S Nama, A Saha, S Ghosh - Decision Science Letters, 2016 - growingscience.com
Recently, Symbiotic Organisms Search (SOS) algorithm is being used for solving complex
problems of optimization. This paper proposes an Improved Symbiotic Organisms Search (I …