I have a linear combination like
I want to randomly select the coefficients c_i
with the constraint
As a minimal example in Python:
import numpy as np
x = 0.1
func_list = [np.sin(x), np.cos(x), x**2]
def linear_comb(a, b, c):
return a*func_list[0] + b*func_list[1] + c*func_list[2]
How should I sample a
, b
and c
from uniform distributions with the constraint a^2+b^2+c^2=1
?
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