Pseudoinverse Calculator

Pseudoinverse Calculator - Calcoflare

Pseudoinverse Calculator

The Moore-Penrose Pseudoinverse

The Moore-Penrose Pseudoinverse is a generalization of the matrix inverse for any matrix, not just square invertible ones. It is denoted as \(A^+\).

The Process (using SVD):

The most stable way to compute the pseudoinverse is via Singular Value Decomposition (SVD), where \(A = U \Sigma V^T\).

  1. Decompose A into its SVD components: \(U\), \(\Sigma\), and \(V\).
  2. Find the pseudoinverse of \(\Sigma\), denoted \(\Sigma^+\). This is done by taking the reciprocal of each non-zero singular value on the diagonal and then transposing the resulting matrix.
  3. Assemble the final pseudoinverse using the formula:
    \(A^+ = V \Sigma^+ U^T\)

This calculator performs these steps to find the pseudoinverse for any given matrix.

Disclaimer: This calculator is for educational purposes.
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Calculates the Moore-Penrose pseudoinverse using Singular Value Decomposition.

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