Artificial neural network and YUKI algorithm for notch depth prediction in X70 steel specimens

AO Brahim, R Capozucca, S Khatir, E Magagnini… - Theoretical and Applied …, 2024 - Elsevier
The presence of notches directly influences the material's degree of resistance to fracture, as
each notch is defined by its size and location in the structure. In this study, we present a …

Incorporating Q-learning and gradient search scheme into JAYA algorithm for global optimization

L Deng, S Liu - Artificial Intelligence Review, 2023 - Springer
Many swarm intelligence techniques are facing rigorous challenges since they cannot
exploit useful information well during the evolutionary procedure. To remedy this issue, this …

[PDF][PDF] A chaotic self-adaptive JAYA algorithm for parameter extraction of photovoltaic models

J Zhao, Y Zhang, S Li, Y Wang, Y Yan, Z Gao - Math. Biosci. Eng, 2022 - researchgate.net
In order to have the highest efficiency in real-life photovoltaic power generation systems,
how to model, optimize and control photovoltaic systems has become a challenge. The …

[PDF][PDF] Numerical study of the influence of layers number and their orientation in a CFRP using improved ANN based on Enhanced Jaya

A Zara, I Belaidi, N Fahem… - HCMCOU …, 2024 - journalofscience.acs.ou.edu.vn
The advancement of technology in the field of artificial intelligence has facilitated significant
progress in various areas, particularly in optimizing the structural configuration of multilayer …

Effective hybridization of JAYA and teaching–learning-based optimization algorithms for numerical function optimization

J Gholami, F Abbasi Nia, M Sanatifar, HM Zawbaa - Soft Computing, 2023 - Springer
The JAYA is classified as the state-of-the-art population-oriented algorithm for the
optimization of diverse problems, both discrete and continuous. The concept behind this …

A novel modified JAYA algorithm for heat exchanger optimization

A Ahmed, O Elmardi, F Elmahi, O Younis… - Journal of Thermal …, 2021 - dergipark.org.tr
In general, algorithm modification is changing or alternating some aspects of the original
algorithms with improving their performances. This work aims to introduce and implement a …

[PDF][PDF] Employ Ability Evaluation Based on Power Mechanical Engineering

Z Filip - 2020 - scholar-press.com
With the continuous development of society, mechanical design and manufacturing
technology is also making rapid progress. Power mechanical engineering major is a …