RES.18-010 | Spring 2020 | Undergraduate

A Vision of Linear Algebra

Elimination and Factorization A = CR

Description

If a matrix A has rank r, then its row echelon form (after elimination) contains the identity matrix in its first r independent columns. How do we interpret the matrix F that appears in the remaining nr columns of that echelon form? F multiplies those first r independent columns of A to give its nr dependent columns. Then F reveals bases for the row space and the nullspace of the original matrix A. And F is the key to the column-row factorization A = CR.

Slides Used in this Video: Elimination and Factorization A = CR (PDF)

Instructor: Gilbert Strang

Course Info

Departments
As Taught In
Spring 2020
Learning Resource Types
Lecture Videos
Online Textbook