An Application: Approximation and Optimization

In this chapter, as an application for programming with Python, we cover some mathematical methods widely used in many disciplines. We start with the Taylor series for approximating a function. We then look at Newton’s method for finding the roots of a function \(f(x)\) , which can also be considered as an application of the Taylor series. Finally, we extend Newton’s method to find the minimum of a function.