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
Control of Mobile RobotsGeorgia Institute of Technology via Coursera Analyse numérique pour ingénieurs
École Polytechnique Fédérale de Lausanne via Coursera Bases Matemáticas: Álgebra
Universitat Politècnica de València via edX Algèbre Linéaire (Partie 3)
École Polytechnique Fédérale de Lausanne via edX Differential Equations: 2x2 Systems
Massachusetts Institute of Technology via edX