LU-Decomposition of a Matrix - Linear Algebra Explained
Offered By: Wrath of Math via YouTube
Course Description
Overview
Explore LU-Decomposition, also known as LU-factorization, in this 21-minute video tutorial on linear algebra. Learn how to use this technique to solve nxn linear systems efficiently, especially when dealing with constant coefficient matrices and changing constant vectors. Follow a step-by-step guide on finding LU-decompositions, understand the theorem determining when it's possible to find them, and see practical applications in solving linear systems. Dive into examples demonstrating the LU-Decomposition method, including a detailed walkthrough of the process. Gain valuable insights into this important concept in linear algebra, enhancing your problem-solving skills for complex matrix operations.
Syllabus
Intro
Definition of LU-Decomposition of a Matrix
Use LU-Decomposition to Solve Linear System
Example of Solving a System with LU-Decomposition Method
When We can Find LU Decompositions
Example of finding an LU Decomposition
LU-Decomposition Step by Step
Step by Step Example of LU Decomposition
Conclusion
Taught by
Wrath of Math
Related Courses
Introduction to Recommender SystemsUniversity of Minnesota via Coursera Поиск структуры в данных
Moscow Institute of Physics and Technology via Coursera Matrix Factorization and Advanced Techniques
University of Minnesota via Coursera Introduction to parallel Programming in Open MP
Indian Institute of Technology Delhi via Swayam Recommender Systems
University of Minnesota via Coursera