- Characteristic polynomial
This is the determinant of
[2–λ 3 ]
[ 1 4–λ]
which is
(2–λ)(4–λ)–3(1)=λ2–6λ+5.
- Eigenvalues
The quadratic λ2–6λ+5 factors as
(λ–5)(λ–1) so the roots are 5 and 1. These are the
eigenvalues.
- Bases for eigenspaces
- λ=5
So
[2–λ 3 ]
[ 1 4–λ]
becomes
[–3 3 ]
[ 1 –1 ]
and the vectors which solve the corresponding homogeneous system all
have the difference of their coordinates equal to 0 (the first row is
a multiple of the second row, and the second row implies that
x1–x2=0 so x1=x2. So
a basis for this eigenspace is the set consisting of the single vector
[1]
[1].
- λ=1
So
[2–λ 3 ]
[ 1 4–λ]
becomes
[1 3]
[1 3]
The vectors which solve the corresponding homogeneous system all have
x1+3x2=0 so that
x1=–3x2. A basis for that subspace is set
consisting of the single vector
[–3]
[ 1].
The matrix can can be diagonalized: A=PDP–1 where
P is
[1 –3]
[1 1]
and D is
[5 0]
[0 1].