Jordan canonical form 1

In summary: This follows from the fact that the zero vector in a vector space is unique and that scalar multiplication is a well-defined operation. So yes, you can state it without proof, but it's always good to provide some explanation as to why it is true. In summary, we are proving that for a linear transformation T:V->W, if V=W and λ is an eigenvalue of T, then for any positive integer K, the null spaces of (T-λI)^k and (λI-T)^k are equal. This is because (T-λI)^k(v) = 0 if and only if (λI-T)^k(v) = 0, which follows from the fact that -0=0
  • #1
tinynerdi
10
0

Homework Statement


Let T:V->W be a linear transformation. Prove that if V=W (So that T is linear operator on V) and λ is an eigenvalue on T, then for any positive integer K
N((T-λI)^k) = N((λI-T)^k)


Homework Equations


T(-v) = -T(v)
N(T) = {v in V: T(v)=0} in V hence T(v) = 0 for all v in V.


The Attempt at a Solution


we know that (T-λI)^k(-v) = -(T-λI)^k(v) = (λI-T)^k(v). So when (T-λI)^k(v) = 0 so does (λI-T)^k(v). Hence N((T-λI)^k) = N((λI-T)^k)
 
Physics news on Phys.org
  • #2
tinynerdi said:

Homework Equations


T(-v) = -T(v)
N(T) = {v in V: T(v)=0} in V hence T(v) = 0 for all v in V.
You mean Tv=0 for all V in N.

The Attempt at a Solution


we know that (T-λI)^k(-v) = -(T-λI)^k(v) = (λI-T)^k(v). So when (T-λI)^k(v) = 0 so does (λI-T)^k(v). Hence N((T-λI)^k) = N((λI-T)^k)
You mean (T-λI)^k(v) = 0 if and only if (λI-T)^k(v) = 0.
 
  • #3
Landau said:
You mean Tv=0 for all V in N.

isn't N(T) is a subspace of V since V is a vectors space.

You mean (T-λI)^k(v) = 0 if and only if (λI-T)^k(v) = 0.
Yeah, that is what I am trying to prove.
 
  • #4
It looks correct. Basically, you're proving that for any linear map T, T and -T have the same kernel. This is true because Tv=0 iff -Tv=0.
 
  • #5
Landau said:
It looks correct. Basically, you're proving that for any linear map T, T and -T have the same kernel. This is true because Tv=0 iff -Tv=0.

Can we just state that because Tv=0 iff and -Tv = 0 therefore N((T-λI)^k) = N((λI-T)^k) or do we have to prove that Tv=0 iff and -Tv = 0?
 
  • #6
tinynerdi said:
or do we have to prove that Tv=0 iff and -Tv = 0?
Well, there is not much to prove. The only thing you need is that -0=0.
 

1. What is the Jordan canonical form 1?

The Jordan canonical form 1 is a way to represent a square matrix in a simplified form by grouping together similar eigenvalues and their corresponding eigenvectors.

2. How is the Jordan canonical form 1 calculated?

The Jordan canonical form 1 is calculated by first finding the eigenvalues of the matrix and then finding the corresponding eigenvectors. The eigenvectors are then grouped together based on their corresponding eigenvalues and arranged in a specific way to form the Jordan canonical form 1.

3. Why is the Jordan canonical form 1 important?

The Jordan canonical form 1 is important because it provides a simplified form of a matrix that can reveal important information about the matrix, such as its eigenvalues and eigenvectors. It also allows for easier computation of matrix operations such as multiplication and exponentiation.

4. Can any matrix be transformed into Jordan canonical form 1?

No, not all matrices can be transformed into Jordan canonical form 1. Only square matrices with complex eigenvalues can be transformed into Jordan canonical form 1.

5. What are the applications of Jordan canonical form 1?

The Jordan canonical form 1 has various applications in fields such as physics, engineering, and computer science. It is used in solving differential equations, analyzing data in machine learning, and in the study of quantum mechanics.

Similar threads

  • Calculus and Beyond Homework Help
Replies
0
Views
449
  • Calculus and Beyond Homework Help
Replies
24
Views
796
  • Calculus and Beyond Homework Help
Replies
2
Views
1K
  • Calculus and Beyond Homework Help
Replies
1
Views
609
  • Linear and Abstract Algebra
Replies
12
Views
1K
  • Linear and Abstract Algebra
Replies
3
Views
1K
  • Calculus and Beyond Homework Help
Replies
1
Views
602
  • Calculus and Beyond Homework Help
Replies
8
Views
622
  • Calculus and Beyond Homework Help
Replies
7
Views
411
  • Calculus and Beyond Homework Help
Replies
14
Views
3K
Back
Top