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 …

A performance-guided JAYA algorithm for parameters identification of photovoltaic cell and module

K Yu, B Qu, C Yue, S Ge, X Chen, J Liang - Applied energy, 2019 - Elsevier
In order to carry out the evaluation, control and maximum power point tracking on
photovoltaic (PV) systems, accurate and reliable model parameter identification of PV cell …

Short-term wind speed forecasting based on the Jaya-SVM model

M Liu, Z Cao, J Zhang, L Wang, C Huang… - International Journal of …, 2020 - Elsevier
Wind energy is an emerging environmentally friendly energy source. However, due to the
uncertainty and volatility of wind speed, wind energy cannot be effectively exploited, and it is …

A novel interval decomposition ensemble model for interval carbon price forecasting

F Gao, X Shao - Energy, 2022 - Elsevier
Accurate carbon price forecasting is of great significance for policy-makers and market
participants. However, previous studies only focus on point-valued forecasting and ignore …

A logistic binary Jaya optimization-based channel selection scheme for motor-imagery classification in brain-computer interface

A Tiwari - Expert Systems with Applications, 2023 - Elsevier
BCI systems use motor imagery to allow users to control external devices through their brain
activity. They extract neural signals from the brain using a large number of EEG channels …

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 …

DJAYA: A discrete Jaya algorithm for solving traveling salesman problem

M Gunduz, M Aslan - Applied Soft Computing, 2021 - Elsevier
Jaya algorithm is a newly proposed stochastic population-based metaheuristic optimization
algorithm to solve constrained and unconstrained continuous optimization problems. The …

Opposition-based JAYA with population reduction for parameter estimation of photovoltaic solar cells and modules

X Yang, W Gong - Applied Soft Computing, 2021 - Elsevier
To efficiently increase the conversion of solar energy into electricity, it is vitally important to
find the appropriate equivalent circuit parameters to execute the modeling, evaluation, and …

A review of parallel heterogeneous computing algorithms in power systems

D Rodriguez, D Gomez, D Alvarez, S Rivera - Algorithms, 2021 - mdpi.com
The power system expansion and the integration of technologies, such as renewable
generation, distributed generation, high voltage direct current, and energy storage, have …

JayaX: Jaya algorithm with xor operator for binary optimization

M Aslan, M Gunduz, MS Kiran - Applied Soft Computing, 2019 - Elsevier
Jaya is a population-based heuristic optimization algorithm proposed for solving constrained
and unconstrained optimization problems. The peculiar distinct feature of Jaya from the …