How Do You Calculate Eigenvalues for a 2x2 Symmetric Matrix?

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To calculate the eigenvalues of a 2x2 symmetric matrix A, the correct approach involves solving the quadratic equation derived from the determinant, specifically (a-λ)(c-λ) - b² = 0. The initial assumption that the eigenvalues can be directly equated to a-b and c-b is incorrect; instead, the quadratic formula should be used to find the eigenvalues. The discussion also highlights the importance of avoiding algebraic errors when working with eigenvalues and eigenvectors. The eigenvectors corresponding to the eigenvalues can be determined after correctly identifying the eigenvalues. Proper understanding of the quadratic equation is crucial for accurate calculations in linear algebra.
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Find the eigenvalues and eigenvectors of the general real symmetric 2 x 2 matrix A= a b
b c


The two eigenvalues that I got are a-b and c-b. I got these values from this:

(a-eigenvalue)(c-eigenvalue)-b^2=0
(a-eigenvalue)(c-eigenvalue) = b^2
(a-eigenvalue)= b = a-b
(c-eigenvalue)= b = c-b

Will there be 4 eigen values instead of the two that I have? Like, a-b and a+b and c-b and c+b?
I haven't gotten to the eigenvectors yet. I'll post what I have in a minute.

Thanks for your help
 
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eigenvectors

Are these the eigenvectors?

For a-b,

-1
c-a-b


For c-b,

a-c-b
1
 
For the eigenvalues, you can't quite perform one of the steps you did. It's an incorrect assumption that

a - r = b = c - r
where r is an eigenvalue.

You've got the right equation up until that point, i.e.,

(a-r)(c-r) - b^2 = 0

but this is a quadratic equation in the r variable. Solve it the way you would normally solve a quadratic equation! Nothing too fancy.

cookiemonster
 
If you are working with eigenvalues and eigenvectors it would be a really, really good idea not to mess up basic algebra!

You have:
(a-eigenvalue)(c-eigenvalue) = b^2
(a-eigenvalue)= b = a-b
(c-eigenvalue)= b = c-b

You appear to be thinking that if xy= b^2, then x= b and y= b.

That is not at all true! (9*1= 32;5*(9/5)= 32, etc.)

Once you have the equation (a-eigenvalue)(c-eigenvalue) = b^2

(I'm going to use λ for the eigenvalue)

(a- &lamda;)(c-&lamba;)- b2= 0
λ2-(a+c)&lambda+ (ac- b2)= 0

Now you can use the quadratic formula to solve for the two values of λ
 
The book claims the answer is that all the magnitudes are the same because "the gravitational force on the penguin is the same". I'm having trouble understanding this. I thought the buoyant force was equal to the weight of the fluid displaced. Weight depends on mass which depends on density. Therefore, due to the differing densities the buoyant force will be different in each case? Is this incorrect?

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