Currently I have the following code that defines the function f
.
a = #something
b = #something
c = #something
def f(x):
"""Evaluates some function that depends on parameters a, b, and c"""
someNumber = #some calculation
return someNumber
Ideally I would do def f(x, a, b, c)
, BUT I am minimizing f
with respect to x
and SciPy's optimization toolbox doesn't allow for one to minimize functions with parameters in the arguments. That said I would like to run my minimization code for multiple values of a, b
and c
. Is there a way I can do this?
You can specify additional arguments in args
from scipy.optimize import minimize
minimize(f, x0, args=(a, b, c))