Reduced equation of quadratic forms

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SUMMARY

The discussion focuses on classifying and finding the reduced equations of three quadric surfaces represented by specific polynomial equations. The first surface is classified as an ellipsoid, while the third is identified as a hyperbolic paraboloid. The second surface presents challenges due to its characteristic polynomial having decimal roots, leading to its classification as a two-sheeted hyperboloid via Wolfram Alpha. The methodology includes finding eigenvalues and eigenvectors of the associated matrices, which are crucial for determining the reduced forms and axes of the quadric surfaces.

PREREQUISITES
  • Understanding of quadric surfaces and their classifications
  • Knowledge of eigenvalues and eigenvectors in linear algebra
  • Familiarity with matrix operations and transformations
  • Proficiency in polynomial equations and their properties
NEXT STEPS
  • Learn how to compute reduced equations for quadric surfaces using matrix diagonalization
  • Explore the properties of hyperboloids and their geometric interpretations
  • Study the application of Wolfram Alpha for solving complex polynomial equations
  • Investigate the relationship between eigenvalues, eigenvectors, and the geometry of quadric surfaces
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Students and professionals in mathematics, particularly those studying geometry, linear algebra, and quadric surfaces, will benefit from this discussion.

grimTesseract
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Homework Statement

Given the following quadric surfaces:

1. Classify the quadric surface.
2. Find its reduced equation.
3. Find the equation of the axes on which it takes its reduced form.

Homework Equations



The quadric surfaces are:

(1) ##3x^2 + 3y^2 + 3z^2 - 2xz + 2\sqrt{2}(x+z)-2 = 0 ##

(2) ##2x^2 + 2y^2 -z^2 -2xy -2xz -4yz + 2x + 2y +10z -7 = 0 ##

(3) ##x^2 + y^2 -2 z^2 + 2xy -3 \sqrt{2}x +3 \sqrt{2}y = 0##

The Attempt at a Solution

I was able to classify (1) and (3) as an ellipsoid and a hyperbolic paraboloid, respectively. However, the characteristic polynomial of (2) has decimal roots and I wasn't able to continue past that... Wolfram Alpha tells me it should be a two-sheeted hyperboloid.

However, I do not know how to compute the 2nd or 3rd parts of my problem. I'm sure it will emerge from the work I've already done, so I include my methodology:

I found the eigenvalues of the matrix associated to the quadric form. In the case of (1) these were ##2, 3, 4## with the associated eigenvectors ##(1,0,1),(0,1,0),(-1,0,1)## respectively.

I normalized these, and my basis became ##(\frac{1}{\sqrt2}, 0, \frac{1}{\sqrt2}), (0, 1, 0), (\frac{-1}{\sqrt2}, 0, \frac{1}{\sqrt2})##. Not sure how to proceed from here. Knowing that the determinant of the original matrix was nonzero, I was able to deduce this was an ellipsoid from the signs of the eigenvalues and of the lower order terms.

In the case of (3), the eigenvalues are ##-2, 2, 0## and the normalized eigenvectors are ##(0, 0, 1), (\frac{1}{\sqrt2}, \frac{1}{\sqrt2}, 0), (\frac{-1}{\sqrt2}, \frac{1}{\sqrt2}, 0) ##. These are the columns of my invertible matrix ##Q## and I calculated ##Q^TB##, where ##B## is the matrix of the coefficients of my lower order terms. I was again able to deduce from a list of properties that this is a hyperbolic paraboloid.

And yet now I'm stuck. All help appreciated.
 
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grimTesseract said:
(1) ##3x^2 + 3y^2 + 3z^2 - 2xz + 2\sqrt{2}(x+z)-2 = 0 ##
...

However, I do not know how to compute the 2nd or 3rd parts of my problem. I'm sure it will emerge from the work I've already done, so I include my methodology:

I found the eigenvalues of the matrix associated to the quadric form. In the case of (1) these were ##2, 3, 4## with the associated eigenvectors ##(1,0,1),(0,1,0),(-1,0,1)## respectively.

I normalized these, and my basis became ##(\frac{1}{\sqrt2}, 0, \frac{1}{\sqrt2}), (0, 1, 0), (\frac{-1}{\sqrt2}, 0, \frac{1}{\sqrt2})##. Not sure how to proceed from here. Knowing that the determinant of the original matrix was nonzero, I was able to deduce this was an ellipsoid from the signs of the eigenvalues and of the lower order terms.
.
This gives a matrix corresponding to a rotation about the ##\ y\ ## axis of ±45 ° .

## \left [ \begin{matrix} \displaystyle
\frac 1 {\sqrt{2}} & 0 & \displaystyle \frac 1{\sqrt{2}} \\
0 & 1 & 0 \\
\displaystyle \frac {-1} {\sqrt{2}} & 0 & \displaystyle \frac 1 {\sqrt{2}}
\end{matrix} \right ] ##

Use it to find x and z in terms of x' and z' . Plug them in. Do some algebra.
 

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