Solving Square Matrix Similarity to Diagonal Matrix

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SUMMARY

The discussion focuses on proving that a square matrix A, which satisfies the equation A^2 - 8A + 15I = 0, is similar to a diagonal matrix. Participants explore the implications of the Cayley-Hamilton theorem and minimal polynomials, concluding that the minimal polynomial of A is x^2 - 8x + 15, with eigenvalues 3 and 5. They establish that if A has a full set of eigenvectors, it can be diagonalized, confirming that A is indeed similar to a diagonal matrix.

PREREQUISITES
  • Understanding of square matrices and their properties
  • Familiarity with eigenvalues and eigenvectors
  • Knowledge of the Cayley-Hamilton theorem
  • Concept of minimal polynomials in linear algebra
NEXT STEPS
  • Study the Cayley-Hamilton theorem in detail
  • Learn about minimal polynomials and their applications
  • Explore diagonalization of matrices and conditions for diagonalizability
  • Investigate Jordan normal forms and their relationship to eigenvalues
USEFUL FOR

Students and professionals in mathematics, particularly those studying linear algebra, matrix theory, and eigenvalue problems. This discussion is beneficial for anyone looking to deepen their understanding of matrix diagonalization and related theorems.

  • #31
Well, I believe we have the answer for (a), don't you?

As for (b), I believe we can use the fact that any diagonal matrix with only 3's and 5's on the diagonal should be a solution for the equation...
 
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  • #32
I like Serena said:
Well, I believe we have the answer for (a), don't you?

As for (b), I believe we can use the fact that any diagonal matrix with only 3's and 5's on the diagonal should be a solution for the equation...

Aah, thus (b) turns out to the following problem: for each k>8, prove that k can be written as the sum of 3's and 5's.

This should be fun :biggrin:
 
  • #33
micromass said:
Aah, thus (b) turns out to the following problem: for each k>8, prove that k can be written as the sum of 3's and 5's.

This should be fun :biggrin:

Hey! What about k=8? :wink:
 
  • #34
I like Serena said:
Hey! What about k=8? :wink:

Aaaaah, of course, k=8 is the most important one!

Hint for the OP: first try to write k=8,9,...,15 as the sum of 3's and 5's. The rest of the numbers are easy (so I claim)
 
  • #35
I'm confused as to what k actually is
 
  • #36
Maybe_Memorie said:
I'm confused as to what k actually is

Your problem states:

"(b) Show that for every positive integer k >= 8 there exists a matrix A
satisfying the above condition with tr(A) = k."


So let's start with k=8.
Can you find an nxn matrix A with tr(A)=8 that satisfies: A^2 - 8A + 15I = 0?

If you can, then the next question is:
Suppose k=9.
Can you find an nxn matrix A with tr(A)=9 that satisfies: A^2 - 8A + 15I = 0?

...
 
  • #37
8 = 3 + 5
9 = 3 + 3 + 3
10 = 5 + 5
11 = 3 + 3 + 5
12 = 3 + 3 + 3
13 = 5 + 5 + 3
14 = 5 + 3 + 3 + 3
15 = 5 + 5 + 5

Every k>15 will be a sum of previous numbers >8, so therefore it is clear to see that there is a matrix with the required condition with tr(A)=k and k>8
 
  • #38
Maybe_Memorie said:
12 = 3 + 3 + 3

Forgot a +3 here. But the rest is totally correct!
 

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