In this tutorial, we take a look at a very recent algorithm: the sine-cosine algorithm or SCA. It is an optimization procedure that belongs to the family of population-based metaheuristic techniques. Within these, it belongs to the math-based algorithms. 2. Sine-Cosine Algorithm The SCA algo...
(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...
The model was then enhanced by leveraging the Sine-Cosine Algorithm and Synthetic Minority Oversampling Technique (SMOTE). 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. ...
SCA: A Sine Cosine Algorithm 다운로드 수: 3K Grey Wolf Optimizer (GWO) 다운로드 수: 21.8K Mathematical Modeling and Close loop speed control of BLDC motor in FAN-load application 다운로드 수: 5.1K 웹사이트 선택 ...
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Abdel-Basset M, Mohamed R, Abouhawwash M, Chakrabortty RK, Ryan MJ (2021) EA-MSCA: an effective energy-aware multi-objective modified sine–cosine algorithm for real-time task scheduling in multiprocessor systems: methods and analysis. Expert systems with applications, p 114699 ...
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...
In this approach, firstly, a multi-cycle iterative strategy is designed to better combine the Sine-Cosine Algorithm (SCA) and the Chimp Optimization Algorithm (ChOA), enabling a more effective search in the objective space. Secondly, an S-shaped transfer function is introduced to perform binary ...
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This paper presents a hybrid method of Simulated Annealing (SA) algorithm and Sine Cosine Algorithm (SCA) to solve unrelated parallel machine scheduling problems (UPMSPs) with sequence-dependent and machine-dependent setup times. The proposed method, called SASCA, aims to improve the SA algorithm ...