The essential idea of SSA-FGWO is to improve the salp swarm optimization algorithm (SSA) by utilizing the Grey Wolf Algorithm (GWO) strategy. The hybridization mechanism includes two steps: First, the strong exploitation of SSA is applied to update the leaders' position of the chain population...
2. Binary Gray Wolf Optimization Approaches for Feature Selection. E. Emary
"Feature-selection-binary-grey-wolf-optimization(FS-BGWO)是一种基于灰狼优化算法的特征选择方法,旨在解决特征选择问题。该方法通过模拟灰狼群体的社会行为和优良的觅食策略,实现了对特征子集的搜索和优化。在算法执行过程中,灰狼个体利用目标函数评估自身适应度,并通过相互协作与竞争来不断优化特征子集,以提高分类或...
Selection of features based on genetic algorithms (GA) has been applied, but it leads to a redundant set of features. In the present work, grey wolf optimization (GWO) based feature selection method has been applied on EEG data for silent speech classification. The EEG data from the ABISSR...
In this paper, a two-stage improved gray wolf optimization (IGWO) algorithm for feature selection on high-dimensional data is proposed. In the first stage, a multilayer perceptron (MLP) network with group lasso regularization terms is first trained to construct an integer optimization problem ...
Using GreyWolfOptimization for feature selection and multi kernel SVM for classification for Malware Hunting on IoT devices optimizerfeature-selectionclassificationmalware-researchsvm-classifiermalware-detectiongwogrey-wolf-optimizermulti-kernel-svm UpdatedFeb 14, 2021 ...
Face Recognition Based on Grey Wolf Optimization for Feature Selection 4 被引用·0 笔记 引用 Spherical video synopsis generation and visualization framework 0 被引用·0 笔记 引用 Hierarchical Optimization Algorithm and Applications of Spacecraft Trajectory Optimization ...
Grey wolf optimizer (GWO) is one of recent metaheuristics swarm intelligence methods. It has been widely tailored for a wide variety of optimization proble
Using GreyWolfOptimization for feature selection and multi kernel SVM for classification for Malware Hunting on IoT devices optimizer feature-selection classification malware-research svm-classifier malware-detection gwo grey-wolf-optimizer multi-kernel-svm Updated Feb 14, 2021 Python ali...
grey wolf- a wolf with a brindled grey coat living in forested northern regions of North America Canis lupus,gray wolf,timber wolf wolf- any of various predatory carnivorous canine mammals of North America and Eurasia that usually hunt in packs ...