Math Problem Statement

verify Cayley Aamilton therm fort fi -1 2 1 0 2 + Compute A

(12

Solution

To verify the Cayley-Hamilton theorem for a given matrix AA, we'll follow these steps:

  1. Calculate the characteristic polynomial of AA.
  2. Substitute AA into its own characteristic polynomial.
  3. Show that the matrix expression equals the zero matrix, confirming the theorem.

From your input, it seems the matrix AA is partially given as follows: A=(12102)A = \begin{pmatrix} -1 & 2 \\ 1 & 0 & 2 \end{pmatrix} However, this matrix is incomplete. Could you clarify the matrix dimensions and all its entries so I can proceed with the verification?

Once clarified, I'll calculate the characteristic polynomial, substitute AA into it, and check if it equals the zero matrix.

Would you like more details on any of these steps?


Here are some related questions to consider:

  1. What are the eigenvalues of matrix AA and how do they relate to the Cayley-Hamilton theorem?
  2. Can the theorem be verified for any size of square matrix, or are there specific limitations?
  3. How does the Cayley-Hamilton theorem help in computing matrix functions, like A1A^{-1}?
  4. What role does the characteristic polynomial play in determining the properties of a matrix?
  5. How can we apply the Cayley-Hamilton theorem to simplify powers of matrices?

Tip: The Cayley-Hamilton theorem is particularly useful for expressing matrix powers in terms of lower powers by leveraging the characteristic polynomial.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Matrix Theory
Characteristic Polynomial

Formulas

Characteristic Polynomial of a matrix
Cayley-Hamilton Theorem

Theorems

Cayley-Hamilton Theorem

Suitable Grade Level

Undergraduate