MSEs for the adaptive filtering algorithms by using hyperbolic functions. حسب Sihai Guan (11547518)

MSEs for the adaptive filtering algorithms by using hyperbolic functions. حسب Sihai Guan (11547518)

MSEs for the adaptive filtering algorithms by using hyperbolic functions. حسب Sihai Guan (11547518)

MSEs for the adaptive filtering algorithms by using hyperbolic functions. حسب Sihai Guan (11547518)

Algorithm Parameter Setting. حسب Tong Zhou (3770)

"…This strategy uses the improved D3QN algorithm combined with the excellent smoothness of the sine function to evaluate driving safety, helping vehicles find suitable gaps in traffic flow. …"

The weight vector iterative scheme of adaptive filters by using the hyperbolic function. حسب Sihai Guan (11547518)

Test function information. حسب Chuang Zhang (2199421)

"…A spiral search mechanism incorporating a sine cosine optimization algorithm improves the algorithm’s search diversity, local pioneering ability, and convergence accuracy. …"

Visualization of 12 benchmarking functions. حسب Chuang Zhang (2199421)

"…A spiral search mechanism incorporating a sine cosine optimization algorithm improves the algorithm’s search diversity, local pioneering ability, and convergence accuracy. …"

Our algorithms process large data sets within a minute. حسب Manu Aggarwal (15990691)

MSIPOA algorithm flow chart. حسب Chuang Zhang (2199421)

"…A spiral search mechanism incorporating a sine cosine optimization algorithm improves the algorithm’s search diversity, local pioneering ability, and convergence accuracy. …"

Results of the SSIM measure for all algorithms. حسب Chuang Zhang (2199421)

"…A spiral search mechanism incorporating a sine cosine optimization algorithm improves the algorithm’s search diversity, local pioneering ability, and convergence accuracy. …"

Results of Fridman test for all algorithms. حسب Chuang Zhang (2199421)

"…A spiral search mechanism incorporating a sine cosine optimization algorithm improves the algorithm’s search diversity, local pioneering ability, and convergence accuracy. …"

Results of the PSNR measure for all algorithms. حسب Chuang Zhang (2199421)

"…A spiral search mechanism incorporating a sine cosine optimization algorithm improves the algorithm’s search diversity, local pioneering ability, and convergence accuracy. …"

Results of the FSIM measure for all algorithms. حسب Chuang Zhang (2199421)

"…A spiral search mechanism incorporating a sine cosine optimization algorithm improves the algorithm’s search diversity, local pioneering ability, and convergence accuracy. …"

Results of Fridman test for all algorithms. حسب Chuang Zhang (2199421)

"…A spiral search mechanism incorporating a sine cosine optimization algorithm improves the algorithm’s search diversity, local pioneering ability, and convergence accuracy. …"

Benchmark functions. حسب Qinghe Guo (21519322)

Diagnosis network model flowchart. حسب Xianlin Ren (22783589)

"…Finally, an enhanced inertia weights and Cauchy chaotic mutation-Sine Cosine Algorithm is utilized to optimize the hyperparameters of the stacked denoising auto-encoders network and construct a fault diagnosis model. …"

Principal of SCA. حسب Xianlin Ren (22783589)

"…Finally, an enhanced inertia weights and Cauchy chaotic mutation-Sine Cosine Algorithm is utilized to optimize the hyperparameters of the stacked denoising auto-encoders network and construct a fault diagnosis model. …"

DBO-VMD optimization method parameters. حسب Xianlin Ren (22783589)

"…Finally, an enhanced inertia weights and Cauchy chaotic mutation-Sine Cosine Algorithm is utilized to optimize the hyperparameters of the stacked denoising auto-encoders network and construct a fault diagnosis model. …"

Loss ratio of models. حسب Xianlin Ren (22783589)

"…Finally, an enhanced inertia weights and Cauchy chaotic mutation-Sine Cosine Algorithm is utilized to optimize the hyperparameters of the stacked denoising auto-encoders network and construct a fault diagnosis model. …"