Math Problem Statement
Solution
To solve for the formula of in terms of , where is diagonalizable, we can proceed as follows:
Step 1: Diagonalization of
If is diagonalizable, we express it as: where:
- is the diagonal matrix containing eigenvalues of ,
- is the matrix of eigenvectors of .
Step 2: Power of
The power of is computed as: Since is diagonal, raising it to the -th power means raising each of its diagonal elements to the -th power.
Step 3: Eigenvalues of
We compute the eigenvalues of . The matrix is: The eigenvalues are found by solving: Factoring: Thus, the eigenvalues are and .
Step 4: Diagonal Matrix
The diagonal matrix is: The powers of are:
Step 5: Reconstruct
Finally, . This requires finding (the eigenvectors of ) and . However, based on the eigenvalues and the diagonalization properties, the entries of will depend on the combination of powers and .
Explanation for Zero Matrix
In this case, the result shown () suggests that as , the terms in vanish due to the eigenvalues. This would occur when eigenvalues contribute a decay to zero for the overall entries.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Matrix Diagonalization
Matrix Powers
Eigenvalues
Eigenvectors
Formulas
A = P D P^{-1}
A^k = P D^k P^{-1}
det(A - λI) = 0
λ^2 + 2λ - 3 = 0
D^k = [(-3)^k, 0; 0, 1^k]
Theorems
Diagonalization Theorem
Eigenvalue Theorem
Suitable Grade Level
College Level