How to use Python to do Mathematical Modeling

This article mainly introduces "how to use Python to do mathematical modeling". In daily operation, I believe many people have doubts about how to use Python to do mathematical modeling. The editor consulted all kinds of materials and sorted out simple and easy-to-use operation methods. I hope it will be helpful to answer the doubts of "how to use Python to do mathematical modeling". Next, please follow the editor to study!

In mathematical modeling, most people use MATLAB, but MATLAB is not an orthodox computer programming language, and it is slow and free. The most unbearable thing is that the MATLAB editor does not support automatic code completion. Python is a very good choice for mathematical modeling. There are three famous scientific computing guest libraries in python: numpy,scipy and matplotlib, which basically replace the function of MATLAB and can fully cope with the task of mathematical modeling.

Here are a few examples of python solving mathematical modeling:

The problem of finding the maximum and minimum value of Linear programming

one

two

three

four

five

six

seven

eight

nine

ten

eleven

twelve

Max: Z = 4x1 + 3x2

St: 2x1 + 3x2