Optimization problem, Gradient based method
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Good day sirs, I am new to Matlab. I need Matlab for an article. I am currently trying to apply gradient point algorithm for image deblurring. There exists a relationship between the model $\min_{x}F(x)=f(x)+g(x)$ where f is a smooth and convex function and $g$ is necessarily not smooth and the inclusion problem
. The algorithm for solving the latter could be extended to the former. A well known model for the former is the linear inverse problem
. Where τ >0 is a regularization method. The gradient method defined by
is a well known algorithm for solving the problem
. My problem is how to apply this model for image deblurring and writing the source codes for it. Any help will be appreciated. Thanks
![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/228201/image.png)
![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/228202/image.png)
![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/228203/image.png)
![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/228204/image.png)
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