Documentation API of the 'org.encog.mathutil.matrices.decomposition.SingularValueDecomposition' Java class

Class SingularValueDecomposition

  • public class SingularValueDecompositionextends Object
    Singular Value Decomposition.

    For an m-by-n matrix A with m >= n, the singular value decomposition is an m-by-n orthogonal matrix U, an n-by-n diagonal matrix S, and an n-by-n orthogonal matrix V so that A = U*S*V'.

    The singular values, sigma[k] = S[k][k], are ordered so that sigma[0] >= sigma[1] >= ... >= sigma[n-1].

    The singular value decompostion always exists, so the constructor will never fail. The matrix condition number and the effective numerical rank can be computed from this decomposition. This file based on a class from the public domain JAMA package.

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