Condition Number Calculator
Understanding the Condition Number
The condition number of a matrix measures how sensitive the output of a function is to small changes in the input. A low condition number indicates a well-conditioned matrix, while a high condition number indicates an ill-conditioned matrix.
Formula:
The condition number of a matrix A is calculated as: cond(A) = ||A|| * ||A⁻¹||
- ||A|| is the norm of the matrix A. This calculator uses the infinity norm (maximum absolute row sum).
- A⁻¹ is the inverse of the matrix A.
- ||A⁻¹|| is the norm of the inverse matrix.
A matrix must be invertible (i.e., its determinant must not be zero) to have a condition number.
Disclaimer: This tool is for educational purposes.
Calculates the condition number of a 2x2 or 3x3 matrix.
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