An exhaustive review of the metaheuristic algorithms for search and optimization: taxonomy, applications, and open challenges

K Rajwar, K Deep, S Das - Artificial Intelligence Review, 2023 - Springer
As the world moves towards industrialization, optimization problems become more
challenging to solve in a reasonable time. More than 500 new metaheuristic algorithms …

A systematic review on metaheuristic optimization techniques for feature selections in disease diagnosis: open issues and challenges

S Kaur, Y Kumar, A Koul, S Kumar Kamboj - Archives of Computational …, 2023 - Springer
There is a need for some techniques to solve various problems in today's computing world.
Metaheuristic algorithms are one of the techniques which are capable of providing practical …

Starling murmuration optimizer: A novel bio-inspired algorithm for global and engineering optimization

H Zamani, MH Nadimi-Shahraki… - Computer Methods in …, 2022 - Elsevier
This paper presents a novel bio-inspired algorithm inspired by starlings' behaviors during
their stunning murmuration named starling murmuration optimizer (SMO) to solve complex …

An improved grey wolf optimizer for solving engineering problems

MH Nadimi-Shahraki, S Taghian, S Mirjalili - Expert Systems with …, 2021 - Elsevier
In this article, an Improved Grey Wolf Optimizer (I-GWO) is proposed for solving global
optimization and engineering design problems. This improvement is proposed to alleviate …

Neural network-based control using actor-critic reinforcement learning and grey wolf optimizer with experimental servo system validation

IA Zamfirache, RE Precup, RC Roman… - Expert Systems with …, 2023 - Elsevier
This paper introduces a novel reference tracking control approach implemented using a
combination of the Actor-Critic Reinforcement Learning (RL) framework and the Grey Wolf …

[HTML][HTML] Energy-efficient cluster head selection in wireless sensor networks using an improved grey wolf optimization algorithm

M Rami Reddy, ML Ravi Chandra, P Venkatramana… - Computers, 2023 - mdpi.com
The internet of things (IoT) and industrial IoT (IIoT) play a major role in today's world of
intelligent networks, and they essentially use a wireless sensor network (WSN) as a …

A high-dimensional feature selection method based on modified Gray Wolf Optimization

H Pan, S Chen, H **ong - Applied Soft Computing, 2023 - Elsevier
For data mining tasks on high-dimensional data, feature selection is a necessary pre-
processing stage that plays an important role in removing redundant or irrelevant features …

Recent advances in Grey Wolf Optimizer, its versions and applications

SN Makhadmeh, MA Al-Betar, IA Doush… - Ieee …, 2023 - ieeexplore.ieee.org
The Grey Wolf Optimizer (GWO) has emerged as one of the most captivating swarm
intelligence methods, drawing inspiration from the hunting behavior of wolf packs. GWO's …

Multi-objective grey wolf optimizer algorithm for task scheduling in cloud-fog computing

FA Saif, R Latip, ZM Hanapi, K Shafinah - IEEE Access, 2023 - ieeexplore.ieee.org
The revolution of IoT and its capabilities to serve various fields led to generating a large
amount of data for processing. Tasks that require an instant response, especially with …

A comprehensive survey on machine learning approaches for malware detection in IoT-based enterprise information system

A Gaurav, BB Gupta, PK Panigrahi - Enterprise Information …, 2023 - Taylor & Francis
ABSTRACT The Internet of Things (IoT) is a relatively new technology that has piqued
academics' and business information systems' attention in recent years. The Internet of …