Soumya T. Soman

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— In this paper we describe the geometrical interpretation of SVD based on the Pythagoras Theorem and optimization theory. SVD is a technique which factorizes matrix A into three matrices U,∑,V, such that T V U A ∑ =. The aim of this paper is to provide an easy way to understand SVD by using Pythagoras Theorem. SVD has variety of applications astro physics(More)
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