Data-Driven Modeling & Scientific Computation

Data-Driven Modeling & Scientific Computation

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Combining scientific computing methods and algorithms with modern data analysis techniques, including basic applications of compressive sensing and machine learning, this book develops techniques that allow for the integration of the dynamics of complex systems and big data. MATLAB is used throughout for mathematical solution strategies.Indeed, a wide variety of techniques have been developed for specifically providing a framework for robust PCA, including the augmented Lagrange ... The following MATLAB code produces the ideal figure. \ Y\\\\\\ Figure 15.11anbsp;...

Title:Data-Driven Modeling & Scientific Computation
Author:J. Nathan Kutz
Publisher:Oxford University Press - 2013-08-08


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