PolkaDots 54's question at Yahoo Answers (Diagonalization, conic section))

In summary, the question is asking for the use of diagonalization to identify the conic section represented by the equation 3x^2 + 2xy + 3y^2 - 8 = 0. The answer uses the Spectral theorem to find the eigenvalues and eigenvectors of the matrix representing the equation, and then changes the basis to find the equation of the conic section in terms of the new coordinates. The final answer is an ellipse with an equation of (x')^2+2(y')^2=4.
  • #1
Fernando Revilla
Gold Member
MHB
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Here is the question:

Use diagonalization to identify the conic section 3x^2 + 2xy + 3y^2 - 8 = 0

Here is a link to the question:

Diagonalization to identify conic section? - Yahoo! Answers

I have posted a link there to this topic so the OP can find my response.
 
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  • #2
Hello PolkaDots 54,

We'll use the Spectral theorem. We can express $3x^2 + 2xy + 3y^2 - 8 = 0$:
$$(x,y) \begin{pmatrix}{3}&{1}\\{1}&{3} \end{pmatrix} \begin{pmatrix}{x}\\{y}\end{pmatrix}=8 \Leftrightarrow (x,y)A \begin{pmatrix}{x}\\{y}\end{pmatrix}=8$$ Eigenvalues of $A$:
$$\chi(\lambda)=\det (A-\lambda I)=\begin{vmatrix}{3-\lambda}&{1}\\{1}&{3-\lambda}\end{vmatrix}=\lambda^2-6\lambda+8=0\Leftrightarrow \lambda= 2\:\vee\;\lambda=4$$ Basis of the eigenspaces: $$\ker\;(A-2I)\;\equiv\left \{
\begin{array}{rcrcr}
\,x_1 & + & \,x_2 & = & 0 \\
\,x_1 & + & \,x_2 & = & 0
\end{array}
\right .\quad ,\quad B_2=\{(1,-1)\}$$
$$\ker\;(A-4I)\;\equiv\left \{
\begin{array}{rcrcr}
-\,x_1 & + & \,x_2 & = & 0 \\
\,x_1 & - & \,x_2 & = & 0
\end{array}
\right .\quad ,\quad B_4=\{(1,1)\}$$ Eigenvectors orthonormal basis of $\mathbb{R}^2$:
$$B=\left\{\frac{1}{\sqrt{2}}(1,-1),\frac{1}{\sqrt{2}}(1,1)\right\}$$ Change of basis matrix (orthogonal because its columns are orthonormal) :
$$P=\frac{1}{\sqrt{2}}\begin{pmatrix}{\;\;1}&{1}\\{-1}&{1}\end{pmatrix}$$ Change of coordinates:
$$\begin{pmatrix}{x}\\{y} \end{pmatrix}=P \begin{pmatrix}{x'}\\{y'} \end{pmatrix}$$ Then, $$(x,y)A \begin{pmatrix}{x}\\{y} \end{pmatrix}=8\Leftrightarrow (x',y')P^TAP \begin{pmatrix}{x'}\\{y'} \end{pmatrix}=8\Leftrightarrow (x',y')P^{-1}AP \begin{pmatrix}{x'}\\{y'} \end{pmatrix}=8\\ (x',y') \begin{pmatrix}{2}&{0}\\{0}&{4} \end{pmatrix} \begin{pmatrix}{x'}\\{y'} \end{pmatrix}=8\Leftrightarrow 2(x')^2+4(y')^2=8\Leftrightarrow (x')^2+2(y')^2=4$$ The equation of the conic with respect to $B$ is $(x')^2+2(y')^2=4$ or equivalently $$\boxed{\dfrac{(x')^2}{2^2}+\dfrac{(y')^2}{(\sqrt{2})^2}=1\quad (\mbox{ellipse})}$$
 

Related to PolkaDots 54's question at Yahoo Answers (Diagonalization, conic section))

1. What is diagonalization and how is it used in mathematics?

Diagonalization is a process in linear algebra where a square matrix is transformed into a diagonal matrix. This is done by finding a set of eigenvectors and eigenvalues for the original matrix and using them to create a new matrix with the same set of eigenvalues along the diagonal. Diagonalization is commonly used in solving systems of linear equations and in finding the best basis for a vector space.

2. How does diagonalization relate to conic sections?

Conic sections are mathematical curves that are formed by intersecting a plane with a cone. Diagonalization is often used in the study of conic sections because it allows for the transformation of the standard equation of a conic section into a simpler, diagonal form. This can make it easier to identify the type and properties of a conic section.

3. What are the different types of conic sections?

The four main types of conic sections are circles, ellipses, parabolas, and hyperbolas. These can be differentiated based on the shape and orientation of the curve. For example, a circle has a constant radius and is symmetrical, while an ellipse has two different radii and is elongated in one direction.

4. How are conic sections used in real-life applications?

Conic sections have many practical applications in fields such as engineering, physics, and astronomy. For example, parabolas are used in the design of satellite dishes and telescopes, while hyperbolas are used in the study of orbits and gravitational fields. Conic sections are also commonly used in computer graphics to create smooth curves and shapes.

5. Can you give an example of how diagonalization is used to solve a conic section problem?

Sure, let's say we have the equation x^2 + xy + y^2 = 9, which represents an ellipse. By using a diagonalization process, we can transform this equation into the form (x')^2 + (y')^2 = 9, where x' and y' are new variables. This allows us to easily see that the ellipse has a radius of 3 and is centered at the origin. Without diagonalization, it may be more difficult to identify these properties and solve the problem.

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