An intensive and comprehensive overview of JAYA algorithm, its versions and applications

RA Zitar, MA Al-Betar, MA Awadallah, IA Doush… - … Methods in Engineering, 2022 - Springer
In this review paper, JAYA algorithm, which is a recent population-based algorithm is
intensively overviewed. The JAYA algorithm combines the survival of the fittest principle from …

Jaya: an advanced optimization algorithm and its engineering applications

RV Rao - 2019 - Springer
Keeping in view of the limitations of the traditional optimization techniques, the researchers
have developed a number of advanced optimization algorithms popularly known as …

Parameters extraction of solar cells using modified JAYA algorithm

TV Luu, NS Nguyen - Optik, 2020 - Elsevier
Solar energy has been receiving tremendous interest in this decade, due to their broad
applications in areas of renewable energy sources. To identify the accurate modeling of …

Identification of Alcoholism Based on Wavelet Renyi Entropy and Three‐Segment Encoded Jaya Algorithm

SH Wang, K Muhammad, Y Lv, Y Sui, L Han… - …, 2018 - Wiley Online Library
The alcohol use disorder (AUD) is an important brain disease, which could cause the
damage and alteration of brain structure. The current diagnosis of AUD is mainly done …

Multiobjective optimization of underground power cable systems

P Ocłoń, M Rerak, RV Rao, P Cisek, A Vallati… - Energy, 2021 - Elsevier
This paper presents a modified Jaya algorithm (MJaya) for optimizing the material costs and
electric-thermal performance of an Underground Power Cable System (UPCS). Three power …

The effect of soil thermal conductivity and cable ampacity on the thermal performance and material costs of underground transmission line

P Ocłoń - Energy, 2021 - Elsevier
This paper presents an optimisation of material costs of a 400 kV cable line arranged in a flat
formation for different values of soil thermal conductivity and cable ampacity. The Finite …

[PDF][PDF] Usage of optimization techniques in civil engineering during the last two decades

T Dede, M Kripka, V Togan, V Yepes… - Current Trends in Civil & …, 2019 - academia.edu
In the real world, there are many problems in which it is desirable to optimize one or more
objective functions at the same time. These are known as single and multi-objective …

Multiple sclerosis identification based on fractional Fourier entropy and a modified Jaya algorithm

SH Wang, H Cheng, P Phillips, YD Zhang - Entropy, 2018 - mdpi.com
Aim: Currently, identifying multiple sclerosis (MS) by human experts may come across the
problem of “normal-appearing white matter”, which causes a low sensitivity. Methods: In this …

Binary JAYA algorithm with adaptive mutation for feature selection

MA Awadallah, MA Al-Betar, AI Hammouri… - Arabian Journal for …, 2020 - Springer
In this paper, a new metaheuristic algorithm called JAYA algorithm has been adapted for
feature selection. Feature selection is a typical problem in machine learning and data mining …

Multi-team perturbation guiding Jaya algorithm for optimization of wind farm layout

RV Rao, HS Keesari - Applied Soft Computing, 2018 - Elsevier
This study proposes a Multi-team perturbation-guiding Jaya (MTPG-Jaya) algorithm which
uses multiple teams to explore the search space. Each team uses the same set of a …