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bundles / numpy latest / numpy / polynomial / laguerre / lagroots

function

numpy.polynomial.laguerre:lagroots

source: build-install/usr/lib/python3.14/site-packages/numpy/polynomial/laguerre.py :1467

Signature

def   lagroots ( c )

Summary

Compute the roots of a Laguerre series.

Extended Summary

Return the roots (a.k.a. "zeros") of the polynomial

Parameters

c : 1-D array_like

1-D array of coefficients.

Returns

out : ndarray

Array of the roots of the series. If all the roots are real, then out is also real, otherwise it is complex.

Notes

The root estimates are obtained as the eigenvalues of the companion matrix, Roots far from the origin of the complex plane may have large errors due to the numerical instability of the series for such values. Roots with multiplicity greater than 1 will also show larger errors as the value of the series near such points is relatively insensitive to errors in the roots. Isolated roots near the origin can be improved by a few iterations of Newton's method.

The Laguerre series basis polynomials aren't powers of x so the results of this function may seem unintuitive.

Examples

from numpy.polynomial.laguerre import lagroots, lagfromroots
coef = lagfromroots([0, 1, 2])
coef
lagroots(coef)

See also

numpy.polynomial.chebyshev.chebroots
numpy.polynomial.hermite.hermroots
numpy.polynomial.hermite_e.hermeroots
numpy.polynomial.legendre.legroots
numpy.polynomial.polynomial.polyroots

Aliases

  • numpy.polynomial.Laguerre._roots
  • numpy.polynomial.laguerre.lagroots