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 algorithm and applications: A comprehensive review

EH Houssein, AG Gad, YM Wazery - Metaheuristics and Optimization in …, 2021 - Springer
All the population-based optimization algorithms are probabilistic algorithms and require
only a few control parameters including number of candidates, number of iterations, elite …

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 …

Improved meta-heuristics for solving distributed lot-streaming permutation flow shop scheduling problems

Y Pan, K Gao, Z Li, N Wu - IEEE Transactions on Automation …, 2022 - ieeexplore.ieee.org
This paper addresses a distributed lot-streaming permutation flow shop scheduling problem
that has various applications in real-life manufacturing systems. We aim to optimally assign …

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 …

Parameter estimation of proton exchange membrane fuel cells using eagle strategy based on JAYA algorithm and Nelder-Mead simplex method

S Xu, Y Wang, Z Wang - Energy, 2019 - Elsevier
Building an accurate mathematical model is vital for the simulation, control, evaluation,
management, and optimization of proton exchange membrane fuel cells (PEMFCs). Usually …

Efficiency of Jaya algorithm for solving the optimization-based structural damage identification problem based on a hybrid objective function

DC Du, HH Vinh, VD Trung… - Engineering …, 2018 - Taylor & Francis
ABSTRACT A Jaya algorithm was recently proposed for solving effectively both constrained
and unconstrained optimization problems. In this article, the Jaya algorithm is further …

A novel quasi-oppositional modified Jaya algorithm for multi-objective optimal power flow solution

W Warid, H Hizam, N Mariun, NIA Wahab - Applied Soft Computing, 2018 - Elsevier
This study introduces a novel meta-heuristic optimization algorithm known as quasi-
oppositional modified Jaya (QOMJaya) to solve different multi-objective optimal power flow …

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 …

Secondary load frequency control for multi-microgrids: HiL real-time simulation

M Gheisarnejad, MH Khooban - Soft Computing, 2019 - Springer
The intermittent feature of renewable energy sources leads to the mismatch between supply
and load demand on microgrids. In such circumstance, the system experiences large …