A game model for analyzing wireless sensor networks of 5G environment based on adaptive equilibrium optimizer algorithm

W Zheng, F Meng, N Liu, S Huang - Sensors, 2023 - mdpi.com
Wireless sensors networks (WSNs) play an important role in life. With the development of
5G, its security issues have also raised concerns. Therefore, it is an important topic to study …

Enhanced GRU-based regression analysis via a diverse strategies whale optimization algorithm

ZS Lin - Scientific Reports, 2024 - nature.com
Taking into account the whale optimization algorithm's tendency to get trapped in local
optima easily and its slow convergence rate, this paper proposes a diverse strategies whale …

Swarm-intelligence-based quantum-inspired optimization techniques for enhancing algorithmic efficiency and empirical assessment

I Priyadarshini - Quantum Machine Intelligence, 2024 - Springer
Optimizing algorithmic efficiency in today's computing landscape remains a pressing
concern across various fields. This study conducts an in-depth analysis to address this …

An adaptive nonlinear whale optimization multi-layer perceptron cyber intrusion detection framework

H El-Ghaish, H Miqrish, A Elmogy… - International Journal of …, 2024 - Springer
The increasing prevalence of cyber threats has created a critical need for robust defense
against such incidents. Many Cyber Intrusion Detection Systems (CIDSs), utilizing machine …

[HTML][HTML] A Hybrid Nonlinear Whale Optimization Algorithm with Sine Cosine for Global Optimization

Y Xu, J Zhang - Biomimetics, 2024 - mdpi.com
The whale optimization algorithm (WOA) is constructed on a whale's bubble-net scavenging
pattern and emulates encompassing prey, bubble-net devouring prey, and stochastic …

A Novel Improved Whale Optimization Algorithm for Global Optimization and Engineering Applications

Z Liang, T Shu, Z Ding - Mathematics, 2024 - mdpi.com
The Whale Optimization Algorithm (WOA) is a swarm intelligence algorithm based on natural
heuristics, which has gained considerable attention from researchers and engineers …

An Interval Type-2 Fuzzy Logic Approach for Dynamic Parameter Adaptation in a Whale Optimization Algorithm Applied to Mathematical Functions

L Amador-Angulo, O Castillo - Axioms, 2023 - mdpi.com
In this paper, an improved whale optimization algorithm (WOA) based on the utilization of an
interval type-2 fuzzy logic system (IT2FLS) is presented. The main idea is to present a …

Impact of Balanced Exploration and Exploitation on High-dimensional Feature Selection with Hierarchical Whale Optimisation Algorithm

LY Yab, N Wahid, RA Hamid - Journal of Information and …, 2024 - e-journal.uum.edu.my
High-dimensional datasets (HDDs) pose significant challenges in feature selection due to
their complex nature. While metaheuristic algorithms like the Whale Optimisation Algorithm …

ANWO-MPL: An Adaptive Nonlinear Multi-layer Perceptron Cyber Intrusion Detection Framework

H El-ghaish, H Miqrish, A Elmogy, W Elawady - 2023 - researchsquare.com
The critical need for robust defense against cyber-attacks has driven thedevelopment of
Cyber Intrusion Detection Systems (CIDSs). AlthoughCIDSs have proven good capabilities …