How to add one polynomial to another using NumPy in Python?
In this article, Let’s see how to add one polynomial to another. Two polynomials are given as input and the result is the addition of two polynomials.
- The polynomial p(x) = C3 x2 + C2 x + C1 is represented in NumPy as : ( C1, C2, C3 ) { the coefficients (constants)}.
- Let take two polynomials p(x) and q(x) then add these to get r(x) = p(x) + q(x) as a result of addition of two input polynomials.
If p(x) = A3 x2 + A2 x + A1 and q(x) = B3 x2 + B2 x + B1 then result is r(x) = p(x) + q(x) i.e; r(x) = (A3 + B3) x2 + (A2 + B2) x + (A1 + B1) and output is ( (A1 + B1), (A2 + B2), (A3 + B3) )
Below is the implementation with some examples :
Example 1: simple_use
Python3
# importing package import numpy # define the polynomials # p(x) = 5(x**2) + (-2)x +5 px = (5,-2,5) # q(x) = 2(x**2) + (-5)x +2 qx = (2,-5,2) # add the polynomials rx = numpy.polynomial.polynomial.polyadd(px,qx) # print the resultant polynomial print(rx) |
Output :
[ 7. -7. 7.]
Example 2: #add_with_decimals
Python3
# importing package import numpy # define the polynomials # p(x) = 2.2 px = (0,0,2.2) # q(x) = 9.8(x**2) + 4 qx = (9.8,0,4) # add the polynomials rx = numpy.polynomial.polynomial.polyadd(px,qx) # print the resultant polynomial print(rx) |
Output :
[ 9.8 0. 6.2]
Example 3: eval_then_add
Python3
# importing package import numpy # define the polynomials # p(x) = (5/3)x px = (0,5/3,0) # q(x) = (-7/4)(x**2) + (9/5) qx = (-7/4,0,9/5) # add the polynomials rx = numpy.polynomial.polynomial.polyadd(px,qx) # print the resultant polynomial print(rx) |
Output :
[-1.75 1.66666667 1.8 ]
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