Matrix Multiplication and Rank of Matrix

Click For Summary
SUMMARY

The discussion centers on the relationship between matrix multiplication and the rank of matrices, specifically addressing the matrices A and B provided by the user Raj. It is established that if the product AB results in a zero matrix, then the rank of matrix A is less than the dimension of matrix B. The rank-nullity theorem is referenced as a foundational concept to understand this relationship, emphasizing that B is a nonzero element of the null space of A.

PREREQUISITES
  • Understanding of matrix multiplication
  • Familiarity with the rank-nullity theorem
  • Knowledge of null space concepts
  • Basic linear algebra principles
NEXT STEPS
  • Study the rank-nullity theorem in detail
  • Explore null space and its implications in linear transformations
  • Learn about matrix rank and its calculation methods
  • Investigate applications of matrix multiplication in linear algebra
USEFUL FOR

Students and professionals in mathematics, particularly those studying linear algebra, as well as educators seeking to deepen their understanding of matrix properties and their implications in mathematical proofs.

rajtendulkar
Messages
2
Reaction score
0
Dear Forum,

I have one question on matrix multiplication.

Suppose there are 2 matrices -

A = 1 -1 0
0 2 -1
2 0 -1

B = 1
1
2

and AB = 0 (Zero Matrix)
if B not a zero-matrix, then rank(A) is less than s, where s is the dimension of B.

I wanted to have a proof and explanation for this.
Any book / link? :)

Thank You,
Raj
 
Physics news on Phys.org
Thanks a lot for the reply ! :)
 

Similar threads

  • · Replies 14 ·
Replies
14
Views
5K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 9 ·
Replies
9
Views
5K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 7 ·
Replies
7
Views
4K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 15 ·
Replies
15
Views
2K
  • · Replies 5 ·
Replies
5
Views
3K
  • · Replies 2 ·
Replies
2
Views
4K
  • · Replies 12 ·
Replies
12
Views
3K