A Parallel Splitting Augmented Lagrangian Method for Two-Block Separable Convex Programming with Application in Image Processing

<div>The decomposed results by TY<svg height="5.32432pt" id="M236" style="vertical-align:-3.40072pt" version="1.1" viewbox="-0.0498162 -1.9236 6.17869 5.32432" width="6.17869pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.0091,0,0,-0.0091,0,3.132)"><path d="M556 236V289H56V236H556Z"></path></g></svg>VASALM (a), HTY<svg height="5.32432pt" id="M237" style="vertical-align:-3.40072pt" version="1.1" viewbox="-0.0498162 -1.9236 6.17869 5.32432" width="6.17869pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.0091,0,0,-0.0091,0,3.132)"><path d="M556 236V289H56V236H556Z"></path></g></svg>IMA (b), and NEW<svg height="5.32432pt" id="M238" style="vertical-align:-3.40072pt" version="1.1" viewbox="-0.0498162 -1.9236 6.17869 5.32432" width="6.17869pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.0091,0,0,-0.0091,0,3.132)"><path d="M556 236V289H56V236H556Z"></path></g></svg>PSALM (c).</div>

Mathematical Problems in Engineering

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Figure 3: A Parallel Splitting Augmented Lagrangian Method for Two-Block Separable Convex Programming with Application in Image Processing 