A comprehensive survey: Whale Optimization Algorithm and its applications

FS Gharehchopogh, H Gholizadeh - Swarm and Evolutionary Computation, 2019 - Elsevier
Abstract Whale Optimization Algorithm (WOA) is an optimization algorithm developed by
Mirjalili and Lewis in 2016. An overview of WOA is described in this paper, rooted from the …

Whale optimization algorithm: a systematic review of contemporary applications, modifications and developments

N Rana, MSA Latiff, SM Abdulhamid… - Neural Computing and …, 2020 - Springer
Whale optimization algorithm (WOA) is a recently developed swarm-based meta-heuristic
algorithm that is based on the bubble-net hunting maneuver technique—of humpback …

A hybrid Harris Hawks optimization algorithm with simulated annealing for feature selection

M Abdel-Basset, W Ding, D El-Shahat - Artificial Intelligence Review, 2021 - Springer
The significant growth of modern technology and smart systems has left a massive
production of big data. Not only are the dimensional problems that face the big data, but …

A novel optimal feature selection technique for medical data classification using ANOVA based whale optimization

U Moorthy, UD Gandhi - Journal of Ambient Intelligence and Humanized …, 2021 - Springer
This research, a hybrid model to feature selection for classification of different heart disease
(HD) dataset is introduced. At first and, a filter method has been utilized to select the relevant …

Improved WOA and its application in feature selection

W Liu, Z Guo, F Jiang, G Liu, D Wang, Z Ni - Plos one, 2022 - journals.plos.org
Feature selection (FS) can eliminate many redundant, irrelevant, and noisy features in high-
dimensional data to improve machine learning or data mining models' prediction …

A comprehensive survey of feature selection techniques based on whale optimization algorithm

M Amiriebrahimabadi, N Mansouri - Multimedia Tools and Applications, 2024 - Springer
Abstract Machine learning and data mining rely on feature selection to reduce the dimension
of data and increase the performance of algorithms. As a result of such a large search …

Survey Paper: Whale optimization algorithm and its variant applications

BD Shivahare, M Singh, A Gupta… - … in Technology and …, 2021 - ieeexplore.ieee.org
Whale Optimization Algorithm (WOA) proposed by Seyedali Mirjalili and Andrew Lewis in
2016 is popular and powerful metaheuristic algorithm to search the global solution of …

An author gender detection method using whale optimization algorithm and artificial neural network

F Safara, AS Mohammed, MY Potrus, S Ali… - IEEE …, 2020 - ieeexplore.ieee.org
Author gender detection (AGD) is a serious and crucial issue in Internet security
applications, in particular in email, messenger, and social network communications …

[PDF][PDF] Whale optimization algorithm for solving association rule mining issue

KE Heraguemi, H Kadri, A Zabi - International Journal of …, 2021 - researchgate.net
Our-days, with the significant number of connected devices, data stored has grown
significantly. The exploitation of the information stored in it for decision-making has become …

Whale optimization algorithm-comprehensive meta analysis on hybridization, latest improvements, variants and applications for complex optimization problems

P Majumdar, S Mitra, S Mirjalili… - Handbook of Whale …, 2024 - Elsevier
Abstract Whale Optimization Algorithm (WOA) is an emerging metaheuristics that uses
humpback whale's bubble-net hunting scheme to solve challenging optimization problems …