Linear Algebra and Quadratic Forms

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The discussion revolves around solving a quadratic form represented by x² - 2xy + 2yz + z². A symmetric matrix was successfully identified, and the eigenvalues were determined to be 2, 1, and -1, indicating that the critical point at the origin is neither a maximum nor a minimum. The main challenge was in part c, where the user sought clarification on finding maximum and minimum values on the sphere defined by x² + y² + z² = 1. Ultimately, the user found the necessary information in their textbook to resolve their confusion. The discussion highlights the common experience of finding solutions after seeking help.
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Homework Statement


For the quadratic form x2-2xy+2yz+z2:

a) Find a symmetric matrix that allows the quadratic form to be written as xTAx.
b) Determine if the critical point at the origin is a minimum, maximum, or neither.
c) Find the points for which the quadratic form achieves its minimum and maximum values on the sphere x2+y2+z2=1.

Homework Equations


Unsure, I'm having troubles with part c and I think my notes may be missing something. I have written down here that:

x = Qy (x,y are matrices, Q is an orthonormal matrix) but I'm not sure how to use that. I have written next to it that the maximum is at x=q1 and the minimum is at x=qn where n is the dimension of the matrix and q is the column in Q, but I'm not sure what that means.


The Attempt at a Solution


I have figured out a and b easily enough:
The matrix is
vNvba.gif

The eigenvalues are 2, 1, and -1, which tells me that the critical point at the origin is neither a maximum or a minimum.

Which brings us to part c. Really I'm just trying to find anything that explains further how we find these maximum and minimum values, and any guidance would be much appreciated.
 
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Nevermind, I found the section in my book that discusses this, and I've figured it out. Seems like that usually happens right after I ask the question.
 
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