Applied Linear Algebra problem

In summary, the conversation discusses the property of a 2x2 matrix, specifically a nonzero symmetric one, to have its square equal to the zero vector. The question asks if this is possible and the answer is no, as there are no real numbers that can satisfy the condition. The conversation also includes a matrix example to further support the conclusion.
  • #1
anonymity
163
0
the question:

the matrix

1 -1
1 -1

has the property that A2 = 0. Is it possible for a nonzero symmetric 2x2 matrix to have this property? Prove your answer.

my work:

for a 2x2 matrix A to be its own inverse, it has to have the form

a b
b a

This squared is

(a2 + b 2) (2ab)
(2ab) (a2 + b2)

(things in parenthesis are their own elements -- it won't save the spaces)

Because there are no real numbers so that a2 + b2 = 0, there is no 2x2 symmetric matrix that has its square equal to the zero vector.

edit: ^^ other than a = 0, and b = 0, which would be a 2x2 zero matrix -- something taken to account in the statement of the question

Is this right? My book doesn't have a solution for this one
 
Last edited:
Physics news on Phys.org
  • #2
How about

[tex]\left( {\begin{array}{*{20}{c}}
2 & 4 \\
{ - 1} & { - 2} \\
\end{array}} \right)[/tex]

nonzero symmetric 2x2 matrix

Edit
Sorry I thought you meant a nonsymmetric matrix. What do you mean by this?
 
Last edited:
  • #3
anonymity, yes, your analysis is correct.
 
  • #4
How did you write that matrix in physicsforum's latex?!

And by nonzero they just mean it's not

0 0
0 0


Thanks for responding hallsofivy
 
  • #5
How did you write that matrix in physicsforum's latex?!

Click on the "quote" box in hallsofivy's post and look at how he wrote the matrix in your message composer window.
 
  • #6
Stephen Tashi said:
Click on the "quote" box in hallsofivy's post and look at how he wrote the matrix in your message composer window.

Very clever. Thank you ^
 

1. What is applied linear algebra and why is it important?

Applied linear algebra is the branch of mathematics that deals with the study of linear equations and their applications in various fields such as physics, engineering, and data science. It is important because it provides a powerful tool for solving real-world problems and understanding complex systems.

2. How is applied linear algebra different from pure linear algebra?

While pure linear algebra focuses on studying abstract mathematical concepts and structures, applied linear algebra is concerned with the practical applications of those concepts in real-world scenarios. It involves using mathematical tools to solve problems and make predictions in various fields.

3. What are some common applications of applied linear algebra?

Some common applications of applied linear algebra include data compression, image processing, machine learning, optimization problems, and computer graphics. It is also used in various fields such as economics, physics, and engineering to model and analyze complex systems.

4. What are some techniques used in solving applied linear algebra problems?

Some commonly used techniques in solving applied linear algebra problems include Gaussian elimination, matrix decomposition methods (such as LU, QR, and Cholesky decomposition), and vector space methods (such as eigenvectors and eigenvalues). Other techniques such as least squares regression, principal component analysis, and singular value decomposition are also widely used in various applications.

5. How can I improve my understanding of applied linear algebra?

To improve your understanding of applied linear algebra, it is important to have a strong foundation in basic linear algebra concepts such as vector spaces, matrices, and systems of linear equations. You can also practice solving problems and applying these concepts in various applications. Additionally, seeking out resources such as textbooks, online courses, and tutorials can also help deepen your understanding of the subject.

Similar threads

  • Calculus and Beyond Homework Help
Replies
25
Views
2K
  • Calculus and Beyond Homework Help
Replies
12
Views
1K
  • Calculus and Beyond Homework Help
Replies
10
Views
993
  • Calculus and Beyond Homework Help
Replies
2
Views
516
  • Calculus and Beyond Homework Help
Replies
14
Views
582
  • Calculus and Beyond Homework Help
Replies
1
Views
258
  • Calculus and Beyond Homework Help
Replies
7
Views
2K
  • Calculus and Beyond Homework Help
Replies
8
Views
2K
  • Calculus and Beyond Homework Help
Replies
5
Views
936
  • Calculus and Beyond Homework Help
Replies
3
Views
2K
Back
Top