A systematic review of the whale optimization algorithm: theoretical foundation, improvements, and hybridizations

MH Nadimi-Shahraki, H Zamani… - … Methods in Engineering, 2023 - Springer
Despite the simplicity of the whale optimization algorithm (WOA) and its success in solving
some optimization problems, it faces many issues. Thus, WOA has attracted scholars' …

Smooth Exploration System: A novel ease-of-use and specialized module for improving exploration of whale optimization algorithm

L Wu, E Chen, Q Guo, D Xu, W ** Levenberg Marquardt algorithm for improving positioning accuracy of grinding robot
J Liu, Y Deng, Y Liu, L Chen, Z Hu, P Wei, Z Li - Scientific Reports, 2024 - nature.com
The precision of workpiece machining is critically influenced by the geometric errors in the
kinematics of grind robots, which directly affect their absolute positioning accuracy. To tackle …

A novel hybrid binary whale optimization algorithm with chameleon hunting mechanism for wrapper feature selection in QSAR classification model: A drug-induced …

R Zhou, Y Zhang, K He - Expert Systems with Applications, 2023 - Elsevier
High dimensionality is one of the main challenges in Quantitative Structure-Activity
Relationship (QSAR) classification modeling, and feature selection as an effective …

Computational studies of toxicity and properties of β-diketones through topological indices and M/NM-polynomials

MI Huilgol, V Sriram, HJ Udupa… - Computational and …, 2023 - Elsevier
Abstract β-diketones are promising scaffolds for drug discovery and drug delivery because
of their diketo moiety separated by a single bondCH 2 group that results in facile keto-enol …

[HTML][HTML] Enhanced MPPT-based fractional-order PID for PV systems using aquila optimizer

M Tadj, L Chaib, A Choucha, AM Aldaoudeyeh… - Mathematical and …, 2023 - mdpi.com
This paper proposes a controller to track the maximum power point (MPP) of a photovoltaic
(PV) system using a fractional-order proportional integral derivative (FOPID) controller. The …

Cross-domain fault diagnosis using convolutional attention network with an improved dung beetle optimization algorithm

Z Li, X Luo, Q Peng, Y Yang - Measurement Science and …, 2024 - iopscience.iop.org
Rotating machinery plays a critical role in large-scale equipment, and its operational
condition significantly influences the stability and safety of the equipment. Therefore, it is …

Time-varying Binary Phasmatodea Population Evolution Algorithm

J Lou, SC Chu, JS Pan, Z Zhuang - Journal of Internet Technology, 2025 - jit.ndhu.edu.tw
Abstract Phasmatodea Population Evolution Algorithm (PPE) is an optimization algorithm
based on insect behavior. It excels in solving tasks in continuous space. Standard PPE is not …