Cayley-Hamilton Theorem (2x2)
How to use the Cayley-Hamilton theorem to simplify the power of a 2x2 matrix: formula, 2 examples, and their solutions.
Formula
For a matrix A = [a b / c d],
A2 - (a + d)A + (ad - bc)I = O
is true.
I: Identity matrix
O: Zero matrix
This is the Cayley-Hamilton theorem.
The Cayley-Hamilton theorem can be used
to simplify the power of A: An.
Example
The power of A, A3, is given.
So use the Cayley-Hamilton theorem.
Write A2
minus,
a + d, 2 + 0
A.
plus,
ad - bc, 2⋅0 - 3⋅1
I
is equal to O.
So
A2 - (2 + 0)A + (2⋅0 - 3⋅1)I = O.
-(2 + 0)A = -2A
+(2⋅0 - 3⋅1)I = +(0 - 3)I
+(0 - 3)I = -3I
Move -2A - 3I to the right side.
Then A2 = 2A + 3I.
See the given equation
A3 = 7A + 6I.
Start from the left side A3.
A3 = AA2
A2 = 2A + 3I
Then
AA2 = A(2A + 3I).
Substitution Method
A(2A + 3I)
= 2A2 + 3AI
= 2A2 + 3A
Multiply a Monomial and a Polynomial
A2 = 2A + 3I
Then
2A2 + 3A = 2(2A + 3I) + 3A.
2(2A + 3I) = 4A + 6I
4A + 3A = 7A
A3 = 7A + 6I
So
A3 = 7A + 6I
is true.
This is the solution of this example.
Example
The power of A, A10, is given.
So use the Cayley-Hamilton theorem.
Write A2
minus,
a + d, -1 + 1
A.
plus,
ad - bc, (-1)⋅1 - 1⋅1
I
is equal to O.
So
A2 - (-1 + 1)A + ((-1)⋅1 - 1⋅1)I = O.
-(-1 + 1)A = -0A
+((-1)⋅1 - 1⋅1)I = +(-1 - 1)I
+(-1 - 1)I = -2I
Move -2I to the right side.
Then A2 = 2I.
It says to find A10.
To use A2 = 2I,
change A10 to (A2)5.
Power of a Power
A2 = 2I
Then
(A2)5 = (2I)5.
(2I)5 = 25I5
Power of a Product
25 = 32
I5 = I
So A10 = 32I.