Newton–Raphson Method - Numerical Root Finding Methods in Python and MATLAB
This series of video tutorials covers the numerical methods for Root Finding (Solving Algebraic Equations) from theory to implementation. In this course, three methods are reviewed and implemented using Python and MATLAB from scratch.
At first, two interval-based methods, namely Bisection method and Secant method, are reviewed and implemented. Then, a point-based method which is knowns as Newton's method for root finding, a.k.a. Newton–Raphson method, is reviewed and implemented. This course is instructed by Dr. Mostapha Kalami Heris, who has years of practical work and active teaching in the field of programming, mathematics, control engineering and computational intelligence.
By the end of this course you will be able to know about the fundamental theory of this root finding methods and implementing them using Python and MATLAB programming languages.
Topics covered in this part are listed below:
● Introduction to Newton–Raphson Method
● Implementation of Newton–Raphson Method in Python
● Implementation of Newton–Raphson Method in MATLAB
Other parts of this video tutorial series are available via following links:
Part 1 — Bisection Method in Python and MATLAB: https://youtu.be/pStQf71WwB4
Part 2 — Bisection Method in Python and MATLAB: https://youtu.be/DbZ45Ej8YMw
Part 3 — Bisection Method in Python and MATLAB: [Current Part]
Publisher: Yarpiz (https://www.yarpiz.com)
Instructor: Mostapha Kalami Heris
Видео Newton–Raphson Method - Numerical Root Finding Methods in Python and MATLAB канала Yarpiz
At first, two interval-based methods, namely Bisection method and Secant method, are reviewed and implemented. Then, a point-based method which is knowns as Newton's method for root finding, a.k.a. Newton–Raphson method, is reviewed and implemented. This course is instructed by Dr. Mostapha Kalami Heris, who has years of practical work and active teaching in the field of programming, mathematics, control engineering and computational intelligence.
By the end of this course you will be able to know about the fundamental theory of this root finding methods and implementing them using Python and MATLAB programming languages.
Topics covered in this part are listed below:
● Introduction to Newton–Raphson Method
● Implementation of Newton–Raphson Method in Python
● Implementation of Newton–Raphson Method in MATLAB
Other parts of this video tutorial series are available via following links:
Part 1 — Bisection Method in Python and MATLAB: https://youtu.be/pStQf71WwB4
Part 2 — Bisection Method in Python and MATLAB: https://youtu.be/DbZ45Ej8YMw
Part 3 — Bisection Method in Python and MATLAB: [Current Part]
Publisher: Yarpiz (https://www.yarpiz.com)
Instructor: Mostapha Kalami Heris
Видео Newton–Raphson Method - Numerical Root Finding Methods in Python and MATLAB канала Yarpiz
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