How can we find the eigenvalues of a 2x2 matrix?
To find the eigenvalues of a 2x2 matrix, you can use the characteristic polynomial method.
Let's say you have a 2x2 matrix A:
A = [a b]
[c d]
Step 1: Calculate the determinant of the matrix A.
det(A) = ad - bc
Step 2: Set up the characteristic equation by subtracting λ (lambda) from the diagonal elements.
det(A - λI) = 0
Here, λ is the eigenvalue and I is the identity matrix.
For the given matrix A, the characteristic equation will be:
det(A - λI) = (a - λ)(d - λ) - bc = 0
Step 3: Solve the equation for λ in order to find the eigenvalues.
Expand the equation:
ad - aλ - dλ + λ^2 - bc = 0
Rearrange the terms:
λ^2 - (a + d)λ + ad - bc = 0
This is a quadratic equation in terms of λ. Use the quadratic formula to solve for λ:
λ = (-b ± √(b^2 - 4ac))/2a
Where a = 1, b = -(a + d), and c = ad - bc.
By substituting these values, you can find the two eigenvalues of the matrix A.
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