scalation.linalgebra

Factorization

Related Doc: package linalgebra

trait Factorization extends AnyRef

The Factorization trait the template for classes implementing various forms of matrix factorization.

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  1. abstract def factor(): (Matrix, Matrix)

    Factor a matrix into the product of two matrices, e.g., 'a = l * u', returning both the first and second matrices.

  2. abstract def factor1(): Matrix

    Factor a matrix into the product of two matrices, e.g., 'a = l * l.t', returning only the first matrix.

  3. abstract def factor2(): Matrix

    Factor a matrix into the product of two matrices, e.g., 'a = l * l.t', returning only the second matrix.

  4. abstract def solve(b: VectorD): VectorD

    Solve a system of equations, e,g., 'a * x = b' for 'x', using the factored matrices, by first performing forward substitution and then backward substitution.

    Solve a system of equations, e,g., 'a * x = b' for 'x', using the factored matrices, by first performing forward substitution and then backward substitution.

    b

    the constant vector

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