Hands-On Data Science with Anaconda

Optimization in Python

For optimization, the most frequently used Python function is:

import scipy.optimize as spx=dir(sp.optimize)print(x)

The output is shown here:

To find the usage of a function called minimize, we have the following code:

from scipy.optimize import minimize 
help(minimize) 

The output is shown here. To save space, only the top part is presented:

The next example is from https://scipy.org/.The objective function is shown here:

It is the Rosenbrock function with five input variables. Since each item on the right-hand side ...