Runge-Kutta Method in Python and MATLAB

From theory to implementation
Rating: 4.0 out of 5 (56 ratings)
5,671 students
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Implementation of Runge-Kutta in Python
Implementation of Runge-Kutta in MATLAB
Solving System of Nonlinear Differential Equations
Simulation of a Lotka-Volterra (Predator-Prey) System

Requirements

  • Python and/or MATLAB Programming
  • Differential Equations

Description

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.

Who this course is for:

  • Applied Math and Science Students
  • Engineering Students
  • Anyone Interested in Numerical Computation
  • Software Engineers and Programmers

Course content

3 sections8 lectures35m total length
  • Introduction to Runge-Kutta Method
    02:41
  • The Lotka-Volterra Model
    03:26

Instructors

Academic Education and Research Group
Yarpiz Team
  • 4.4 Instructor Rating
  • 2,640 Reviews
  • 59,515 Students
  • 9 Courses

The Yarpiz project is aimed to be a resource of academic and professional scientific source codes and tutorials, specially Computational Intelligence, Machine Learning, and Evolutionary Computation. Beside video tutorials, various source codes are available to download, via Yarpiz website.

The word Yarpiz (pronounced /jɑrpəz/) is an Azeri Turkish word, meaning Pennyroyal or Mentha Pulegium plant.

Programmer and Instructor
Mostapha Kalami Heris
  • 4.4 Instructor Rating
  • 2,640 Reviews
  • 59,515 Students
  • 9 Courses

Mostapha Kalami Heris was born in 1983, in Heris, Iran. He received B.S. from Tabriz University in 2006, M.S. from Ferdowsi University of Mashad in 2008, and PhD from Khaje Nasir Toosi University of Technology in 2013, all in Control and Systems Engineering.

Dr. Kalami is also co-founder of, executive officer of, and an instructor in FaraDars, an online education organization located in Iran. Also, he is a member of Yarpiz Team, which is provider of academic source codes and tutorials. He is mostly interested in the computer programming, machine learning, artificial intelligence, meta-heuristics and control engineering topics.