Math Problem Statement

find the eigenvalue and eigenvector

find the eigenvalue and eigenvector

Solution

The photo you uploaded contains a matrix and some equations related to finding eigenvalues and eigenvectors. The matrix in the image is:

A=[2251]A = \begin{bmatrix} 2 & 2 \\ 5 & -1 \end{bmatrix}

Finding Eigenvalues

To find the eigenvalues, we compute the characteristic polynomial of the matrix AA, given by the determinant of AλIA - \lambda I, where II is the identity matrix and λ\lambda is a scalar (the eigenvalue). So, we solve:

det(AλI)=0\text{det}(A - \lambda I) = 0

det([2λ251λ])=0\text{det}\left(\begin{bmatrix} 2 - \lambda & 2 \\ 5 & -1 - \lambda \end{bmatrix}\right) = 0

(2λ)(1λ)(25)=0(2 - \lambda)(-1 - \lambda) - (2 \cdot 5) = 0

λ2λ210=0\lambda^2 - \lambda - 2 - 10 = 0

λ2λ12=0\lambda^2 - \lambda - 12 = 0

Using the quadratic formula:

λ=b±b24ac2a\lambda = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a}

where a=1,b=1,c=12a = 1, b = -1, c = -12, we can solve

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Eigenvalues and Eigenvectors
Characteristic Polynomial
Determinants

Formulas

det(A - λI) = 0
(2 - λ)(-1 - λ) - 10 = 0
λ^2 - λ - 12 = 0
λ = (-b ± sqrt(b^2 - 4ac))/(2a)

Theorems

Eigenvalue theorem
Quadratic formula

Suitable Grade Level

University level (Undergraduate)