orthax.chebyshev.chebcompanion

orthax.chebyshev.chebcompanion(c)Source

Return the scaled companion matrix of c.

The basis polynomials are scaled so that the companion matrix is symmetric when c is a Chebyshev basis polynomial. This provides better eigenvalue estimates than the unscaled case and for basis polynomials the eigenvalues are guaranteed to be real if jax.numpy.linalg.eigvalsh is used to obtain them.

Parameters:

c (array_like) – 1-D array of Chebyshev series coefficients ordered from low to high degree.

Returns:

mat (ndarray) – Scaled companion matrix of dimensions (deg, deg).