Runge-Kutta Method: Theory and Python + MATLAB Implementation
In this video tutorial, the theory of Runge-Kutta Method (RK4) for numerical solution of ordinary differential equations (ODEs), is discussed and then implemented using MATLAB and Python from scratch. As an example, the well-know Lotka-Volterra model (aka. the Predator-Prey model) is numerically simulated and solved using Runge-Kutta 4th order (RK4), in both languages, Python and MATLAB. For more information and download the video and project files and lecture notes for this tutorial, see:
After completing this tutorial, you will learn:
How to implement Runge-Kutta in Python
How to implement Runge-Kutta in MATLAB
Solving System of Nonlinear Differential Equations
Simulation of a Lotka-Volterra (Predator-Prey) System
Who this course is for:
Applied Math and Science Students
Engineering Students
Anyone Interested in Numerical Computation
Software Engineers and Programmers
Requirements
Python and/or MATLAB Programming
Differential Equations
Publisher: Yarpiz (
1 view
1856
672
3 months ago 00:00:26 1
what is e ? #e #maths
3 months ago 00:00:12 1
helix curve | perspective #maths #mathsbeauty
3 months ago 00:30:10 1
Programming for AI (AI504, Fall 2020), Practice 14: Neural Ordinary Differential Equations
6 months ago 00:00:09 1
comment what u see? correct or incorrect?#maths
6 months ago 00:00:22 1
INTEGRATION BY PARTS (EASIEST METHOD)
7 months ago 00:00:45 1
Three-Body Problem Simulation with 3 Free Masses | Gravity | Physics Simulations
10 months ago 00:10:03 1
Implementing a 4th order Runge-Kutta method in Excel
11 months ago 00:00:21 1
MATLAB 2D Fluid Simulation
2 years ago 00:11:23 1
Building a Physics Engine with C++ and Simulating Machines
2 years ago 00:14:23 1
Runge kutta method by excel
2 years ago 00:00:45 1
The centre of mass doesn’t move | Three-Body Problem Simulation | Gravity | Physics Simulations