Generate a Hermite series with given roots in Python

To generate a Hermite series with given roots, use the hermite.hermfromroots() method in Python Numpy. The method returns a 1-D array of coefficients. If all roots are real then out is a real array, if some of the roots are complex, then out is complex even if all the coefficients in the result are real. The parameter roots are the sequence containing the roots.

Steps

At first, import the required library −

import numpy as np
from numpy.polynomial import hermite as H

To generate a Hermite series with given roots, use the hermite.hermfromroots() method in Python Numpy −

print("Result...\n",H.hermfromroots((-1,0,1)))

Get the datatype −

print("\nType...\n",H.hermfromroots((-1,0,1)).dtype)

Get the shape −

print("\nShape...\n",H.hermfromroots((-1,0,1)).shape)

Example

from numpy.polynomial import hermite as H

# To generate a Hermite series with given roots, use the hermite.hermfromroots() method in Python Numpy.
# The method returns a 1-D array of coefficients. If all roots are real then out is a real array, if some of the roots are complex, then out is complex even if all the coefficients in the result are real.

# The parameter roots are the sequence containing the roots.
print("Result...\n",H.hermfromroots((-1,0,1)))

# Get the datatype
print("\nType...\n",H.hermfromroots((-1,0,1)).dtype)

# Get the shape
print("\nShape...\n",H.hermfromroots((-1,0,1)).shape)

Output

Result...
   [0. 0.25 0. 0.125]

Type...
float64

Shape...
(4,)