Sine Cosine AlgorithmLast updated: March 18, 2024Written by: Francisco Yepes Barrera Reviewed by: Michal Aibin Algorithms Math and Logic 1. Introduction In this tutorial, we take a look at a very recent algorithm: the sine-cosine algorithm or SCA. It is an optimization procedure that ...
(SineCosineAlgorithm,SCA)是SeyedaliMirjalili等于2016年提出的一种新型智能优化算法,在算法中会生成多个初始随机候选解,并使它们基于正弦和余弦的数学模型向外波动或向最优解的方向波动,利用多个随机变量和自适应变量来计算当前解所在位置,从而可以搜索空间中的不同区域,有效地避免局部最优,收敛于全局最优。 1.算法...
Seyedali Mirjalili (2025).Sine Cosine Algorithm Toolbox(https://www.mathworks.com/matlabcentral/fileexchange/54949-sine-cosine-algorithm-toolbox), MATLAB Central File Exchange. 검색 날짜:2025/5/8. MATLAB 릴리스 호환 정보 ...
SMOTE was used to address class imbalances in the dataset, while Sine Cosine Algorithm (SCA) was used to optimize the weights of the classifier models. The optimal set of hyperparameters (learning rate and batch size) were obtained using grid manual search. Four well-known...
Sine Cosine Algorithm (SCA) is a recent meta-heuristic algorithm inspired by the proprieties of trigonometric sine and cosine functions. Since its introduction by Mirjalili in 2016, SCA has attracted great attention from researchers and has been widely used to solve different optimization problems in...
Application of Sine Cosine Algorithm (SCA) in the feature selection tasks. machine-learningdata-miningfeature-selectionclassificationsine-cosine-algorithm Updatedon Jan 10, 2021 MATLAB dimkael/AnimatedFurTree Star0 Code Issues Pull requests Animated fur-tree on OpenGL ...
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Heydariyan A, Gharehchopogh FS, Dishabi MRE (2024) A hybrid multi-objective algorithm based on slime mould algorithm and sine cosine algorithm for overlapping community detection in social networks. Clust Comput, pp 1–21 Kader MA, Zamli KZ, Mekeng AR (2024) Enhancing the sine cosine algorit...
Sine cosine algorithm (SCA) is a recently developed swarm intelligence algorithm based on the calculation of sine and cosine functions. To determine the parameters setting in SCA, L茅vy flight technique is employed to improve the exploitation phase of the algorithm. In the paper, a new band ...
Sine cosine algorithmMulti-objective optimisationPrice penalty factorStochastic algorithmsCombined economic and emission dispatch (CEED) is the process of determining the outputs of generating units in a power system in order to minimise the fuel cost and pollutants emissions at the same time. This ...