Find the matrix of the mapping (x, y) 7 → (x + y, y) . Using any method you prefer, find alleigenvectors of the mapping and the corresponding eigenvalues.
Question
Find the matrix of the mapping
.
Using any method you prefer, find all eigenvectors of the mapping and the corresponding eigenvalues.
Solution
Sure, let's start by finding the matrix of the mapping (x, y) 7 → (x + y, y).
The given mapping can be written as:
x' = x + y y' = y
We can write this in matrix form as:
[1 1] [0 1]
This is the matrix of the mapping.
Next, let's find the eigenvalues. The eigenvalues of a matrix A are the roots of the characteristic equation, which is given by det(A - λI) = 0, where I is the identity matrix and λ are the eigenvalues.
For our matrix, we have:
det([1-λ 1] = 0 [0 1-λ])
Solving this gives us the characteristic equation (1-λ)^2 = 0. The roots of this equation are the eigenvalues of the matrix. In this case, we have one eigenvalue of λ = 1 with multiplicity 2.
Finally, let's find the eigenvectors. The eigenvectors are the null space of the matrix (A - λI). For λ = 1, we have:
[A - λI]v = 0 [0 1] * [v1] = 0 [0 0] [v2]
Solving this system gives us v1 = 0 and v2 is free. Therefore, the eigenvectors are of the form (0, v2) for any real number v2.
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