CMGWO: Grey wolf optimizer for fusion cell-like P systems [PDF]
HeliyonThe grey wolf optimizer is a widely used parametric optimization algorithm. It is affected by the structure and rank of grey wolves and is prone to falling into the local optimum.
Yourui Huang +4 more
doaj +2 more sources
A novel fault diagnosis method for gearbox based on RVMD and TELM with composite chaotic grey wolf optimizer [PDF]
Scientific ReportsFault diagnosis for gearbox by robust variational mode decomposition (RVMD) and twin extreme learning machine (TELM) with composite chaotic grey wolf optimizer (CCGWO) is proposed in this study. Robust variational mode decomposition is an advanced signal
Xuebin Huang +3 more
doaj +2 more sources
A New Hybrid Whale Optimizer Algorithm with Mean Strategy of Grey Wolf Optimizer for Global Optimization [PDF]
Mathematical and Computational Applications, 2018 The quest for an efficient nature-inspired optimization technique has continued over the last few decades. In this paper, a hybrid nature-inspired optimization technique has been proposed.
Narinder Singh, Hanaa Hachimi
doaj +2 more sources
An Improved Grey Wolf Optimizer and Its Application in Robot Path Planning [PDF]
Biomimetics (Basel), 2023 This paper discusses a hybrid grey wolf optimizer utilizing a clone selection algorithm (pGWO-CSA) to overcome the disadvantages of a standard grey wolf optimizer (GWO), such as slow convergence speed, low accuracy in the single-peak function, and easily
Yun Ou, Pengfei Yin, Liping Mo
semanticscholar +2 more sources
A Hybrid Deep Learning and Machine Learning Approach with Mobile-EfficientNet and Grey Wolf Optimizer for Lung and Colon Cancer Histopathology Classification [PDF]
Cancers (Basel)Simple Summary Lung and colon cancers are among the leading causes of death globally. Accurate and early detection is essential for improving patient outcomes.
Raquel Ochoa-Ornelas +2 more
semanticscholar +2 more sources
Optimizing Agricultural Management Practices for Maize Crops: Integrating Clusterwise Linear Regression with an Adaptation of the Grey Wolf Optimizer [PDF]
AgricultureEffectively managing agricultural practices is crucial for maximizing yield, reducing investment costs, preserving soil health, ensuring sustainability, and mitigating environmental impact.
Germán-Homero Morán-Figueroa +2 more
doaj +2 more sources
Face Image Segmentation Using Boosted Grey Wolf Optimizer [PDF]
Biomimetics, 2023 Image segmentation methods have received widespread attention in face image recognition, which can divide each pixel in the image into different regions and effectively distinguish the face region from the background for further recognition. Threshold segmentation, a common image segmentation method, suffers from the problem that the computational ...
Hongliang Zhang +7 more
openaire +4 more sources
Grey wolf optimizer with self-repulsion strategy for feature selection [PDF]
Scientific ReportsFeature selection is one of the most critical steps in big data analysis. Accurately extracting correct features from massive data can effectively improve the accuracy of big data processing algorithms.
Yufeng Wang +5 more
doaj +2 more sources
Enhanced futures price-spread forecasting based on an attention-driven optimized LSTM network: integrating an improved grey wolf optimizer algorithm for enhanced accuracy [PDF]
PeerJ Computer ScienceFinancial market prediction faces significant challenges due to the complex temporal dependencies and heterogeneous data relationships inherent in futures price-spread data. Traditional machine learning methods struggle to effectively mine these patterns,
Yongli Tang +4 more
doaj +3 more sources
Chaotic opposition learning with mirror reflection and worst individual disturbance grey wolf optimizer for continuous global numerical optimization [PDF]
Sci RepThe effective meta-heuristic technique known as the grey wolf optimizer (GWO) has shown its proficiency. However, due to its reliance on the alpha wolf for guiding the position updates of search agents, the risk of being trapped in a local optimal ...
O. Adegboye +5 more
semanticscholar +2 more sources