SOLUTION: Let A = [5 0.25] [35 6] Find an invertible matrix X and a diagonal matrix D such that X^−1*A*X=D.

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Question 1160842: Let A =
[5 0.25]
[35 6]
Find an invertible matrix X and a diagonal matrix D such that X^−1*A*X=D.

Answer by AnlytcPhil(1813) About Me  (Show Source):
You can put this solution on YOUR website!
Solve the characteristic equation by subtracting lambda from the main
diagonal elements:

abs%28matrix%282%2C2%2C5-lambda%2C+0.25%2C+35%2C+6-lambda%29%29%22%22=%22%220

%285-lambda%29%286-lambda%29-%280.25%2A35%29%29%22%22=%22%220

30-11%2Alambda%2Blambda%5E2-8.75%22%22=%22%220

lambda%5E2-11lambda%2B21.25%29%22%22=%22%220

That can actually be factored, if you notice that 2125 ends in 25,
and is divisible by 25, as 85 x 25, and it turns out that 85+25=110

%28lambda-8.5%29%28lambda-2.5%29%22%22=%22%220
lambda=8.5%22and%22lambda=2.5 <--the eigenvalues

So the diagonal matrix D is the matrix with the eigenvalues on the main
diagonal:

D%22%22=%22%22%28matrix%282%2C2%2C8.5%2C0%2C0%2C2.5%29%29

To find eigenvectors, we solve

%28A-lambda%2AI%29%2A%28matrix%282%2C1%2Cx%2Cy%29%29%22%22=%22%22%28matrix%282%2C1%2C0%2C0%29%29

For the first eigenvalue lambda=8.5,

%28matrix%282%2C2%2C5-8.5%2C0.25%2C35%2C6-8.5%29%29%2A%28matrix%282%2C1%2Cx%2Cy%29%29%22%22=%22%22%28matrix%282%2C1%2C0%2C0%29%29

%28matrix%282%2C2%2C-3.5%2C0.25%2C35%2C-2.5%29%29%2A%28matrix%282%2C1%2Cx%2Cy%29%29%22%22=%22%22%28matrix%282%2C1%2C0%2C0%29%29

-3.5x+0.25y=0    
0.25y=3.5x
y=3.5x/0.25
y=14x

Choose x=1, and we have eigenvector v%5B1%5D=%28matrix%282%2C1%2C1%2C14%29%29

For the second eigenvalue lambda=2.5,

%28matrix%282%2C2%2C5-2.5%2C0.25%2C35%2C6-2.5%29%29%2A%28matrix%282%2C1%2Cx%2Cy%29%29%22%22=%22%22%28matrix%282%2C1%2C0%2C0%29%29

%28matrix%282%2C2%2C2.5%2C0.25%2C35%2C3.5%29%29%2A%28matrix%282%2C1%2Cx%2Cy%29%29%22%22=%22%22%28matrix%282%2C1%2C0%2C0%29%29

2.5x+0.25y=0    
0.25y=-0.25x
y=-0.25x/0.25
y=-10x

Choose x=1, and we have eigenvector v%5B2%5D=%28matrix%282%2C1%2C1%2C-10%29%29

Now we combine these two eigenvectors and that gives the matrix X:

X%22%22=%22%22%28matrix%282%2C2%2C1%2C1%2C14%2C-10%29%29

You weren't asked to find X-1. But you would need it to check the
problem, and actually to show that X is invertible. To find the inverse of X, we
would use the formula for the inverse of a 2x2 matrix:

%28matrix%282%2C2%2Ca%2Cb%2Cc%2Cd%29%29%5E%28-1%29%22%22=%22%22%281%2F%28ad-bc%29%29%2A%28matrix%282%2C2%2Cd%2C-b%2C-c%2Ca%29%29

X%5E%28-1%29%22%22=%22%22%28matrix%282%2C2%2C1%2C1%2C14%2C-10%29%29%5E%28-1%29%22%22=%22%22%281%2F%281%2A-10-1%2A14%29%29%2A%28matrix%282%2C2%2C10%2C-1%2C-14%2C-1%29%29%22%22=%22%22%28-1%2F%2824%29%29%2A%28matrix%282%2C2%2C10%2C-1%2C-14%2C-1%29%29

X%5E%28-1%29%22%22=%22%22

X%5E%28-1%29%22%22=%22%22%28matrix%282%2C2%2C-5%2F12%2C1%2F24%2C7%2F12%2C1%2F24%29%29

This shows that X is invertible.  Now you have the parts you were asked for:

X%22%22=%22%22%28matrix%282%2C2%2C1%2C1%2C14%2C-10%29%29, D%22%22=%22%22%28matrix%282%2C2%2C8.5%2C0%2C0%2C2.5%29%29

Edwin