Grey wolf optimizer: a review of recent variants and applications

H Faris, I Aljarah, MA Al-Betar, S Mirjalili - Neural computing and …, 2018 - Springer
Grey wolf optimizer (GWO) is one of recent metaheuristics swarm intelligence methods. It
has been widely tailored for a wide variety of optimization problems due to its impressive …

Swarm intelligence: A review of algorithms

A Chakraborty, AK Kar - … -inspired computing and optimization: Theory and …, 2017 - Springer
Swarm intelligence (SI), an integral part in the field of artificial intelligence, is gradually
gaining prominence, as more and more high complexity problems require solutions which …

Utilizing convolutional neural networks to classify monkeypox skin lesions

EHI Eliwa, AM El Koshiry, T Abd El-Hafeez… - Scientific reports, 2023 - nature.com
Monkeypox is a rare viral disease that can cause severe illness in humans, presenting with
skin lesions and rashes. However, accurately diagnosing monkeypox based on visual …

Chaotic opposition-based grey-wolf optimization algorithm based on differential evolution and disruption operator for global optimization

RA Ibrahim, M Abd Elaziz, S Lu - Expert systems with applications, 2018 - Elsevier
In this paper, an improved version of the Grey Wolf Optimizer (GWO) is proposed to improve
the exploration and the exploitation ability of the GWO algorithm. This improvement is …

Grey wolf optimizer based placement and sizing of multiple distributed generation in the distribution system

U Sultana, AB Khairuddin, AS Mokhtar, N Zareen… - Energy, 2016 - Elsevier
The role of distributed generation (DG) for empowering the performance of the distribution
system is becoming better known in the power sector. This paper presents a competent …

GreyWolfLSM: An accurate oil spill detection method based on level set method from synthetic aperture radar imagery

N Aghaei, G Akbarizadeh… - European Journal of …, 2022 - Taylor & Francis
Oil spill detection (OSD) in marine areas is an application of synthetic aperture radar (SAR)
images to protect aquatic life. In this paper, a new oil spill detection algorithm based on level …

Grey wolf optimizer for optimal design of hybrid renewable energy system PV-Diesel Generator-Battery: Application to the case of Djanet city of Algeria

A Yahiaoui, F Fodhil, K Benmansour, M Tad**e… - Solar Energy, 2017 - Elsevier
The optimal sizing of a hybrid system of renewable electricity is an important phase in its
design. As long as the cost of the capital equipment is the major component in the price of …

Optimal pattern synthesis of linear antenna array using grey wolf optimization algorithm

P Saxena, A Kothari - International Journal of Antennas and …, 2016 - Wiley Online Library
The aim of this paper is to introduce the grey wolf optimization (GWO) algorithm to the
electromagnetics and antenna community. GWO is a new nature‐inspired metaheuristic …

A modified augmented Lagrangian with improved grey wolf optimization to constrained optimization problems

W Long, X Liang, S Cai, J Jiao, W Zhang - Neural Computing and …, 2017 - Springer
This paper presents a novel constrained optimization algorithm named MAL-IGWO, which
integrates the benefit of the improved grey wolf optimization (IGWO) capability for …

Grey wolf optimizer and its applications: a survey

M Panda, B Das - Proceedings of the Third International Conference on …, 2019 - Springer
Abstract This paper describes Grey Wolf Optimizer (GWO) as a nature inspired metaheuristic
algorithm. GWO is proposed in 2014. The leadership hierarchy and hunting behavior of the …