StructuredOptimization provides a modelling language to formulate and solve optimization problems, using a syntax that closely resembles the original mathematical formulation. This user-friendly interface acts as a parser to use three different packages:
The package will be presented by illustrating the high versatility of the PG algorithms through a series of application examples. In particular, classical signal processing applications (sparse deconvolution and line spectra estimation) will be shown together with audio, image and video processing applications (audio de-clipping, total variation denoising and video background removal) and nonlinear classification using machine learning techniques.
