Question concerning defining the general equation of a conic from 5-points

  • Thread starter Thread starter CyJackX
  • Start date Start date
  • Tags Tags
    General
Click For Summary
SUMMARY

The discussion centers on the determination of a unique conic section from five points using the general equation Ax² + Bxy + Cy² + Dx + Ey + F = 0. It clarifies that while there are six coefficients (A, B, C, D, E, F), only five points are necessary due to the dependency of the coefficients. The variable F can be defined based on the other coefficients, allowing for multiple formulations of the same conic. Additionally, the eigenvalues and eigenvectors of the associated matrix can be utilized to derive the properties of an ellipse, such as length, width, position, and orientation.

PREREQUISITES
  • Understanding of conic sections and their equations
  • Familiarity with matrix operations and eigenvalues
  • Basic knowledge of quadratic forms
  • Experience with programming for orbit prediction algorithms
NEXT STEPS
  • Study the derivation of conic sections from points using linear algebra techniques
  • Learn about eigenvalues and eigenvectors in the context of conic sections
  • Explore numerical methods for fitting ellipses to data points
  • Investigate tools like Wolfram Alpha for computational geometry applications
USEFUL FOR

Mathematicians, computer scientists, and engineers involved in computational geometry, particularly those working on algorithms for predicting orbits and analyzing conic sections.

CyJackX
Messages
5
Reaction score
0

Homework Statement



I understand that the general equation of a conic is:
ca5d856e1fbe0fdf05d99def75d82005.png


And I know that I can use 5 points to determine the unique conic that passes through these points.

What I don't understand, however, is this site's explanation of the process:
http://home.att.net/~srschmitt/zenosamples/zs_conic_eqn_5points.html"

The reason being is that, under the header of "Fitting a Conic Section Through Five Points,"
they declare that there is one and only one conic that may fit through these five points. However, they have to define the F variable before they solve the matrix. This seems contradictory to me. Why do they have to define F in order to pick a unique conic? Wouldn't F be defined already?

My overarching problem, however, is merely to find an ellipse based on a number of points. It is for a program that will predict the orbit of a controllable-planet by using past positions. Is there an easier way to find the length, width, position, and orientation of an ellipse?

Wolfram-Alpha's page on ellipses is very helpful in giving me a way to find those values if I have all the variables in the general equation, but is there an easier way?

Homework Equations



Ax2 + Bxy + Cy2 + Dx + Ey + F = 0




The Attempt at a Solution



 
Last edited by a moderator:
Physics news on Phys.org
CyJackX said:

Homework Statement



I understand that the general equation of a conic is:
ca5d856e1fbe0fdf05d99def75d82005.png


And I know that I can use 5 points to determine the unique conic that passes through these points.

What I don't understand, however, is this site's explanation of the process:
http://home.att.net/~srschmitt/zenosamples/zs_conic_eqn_5points.html"

The reason being is that, under the header of "Fitting a Conic Section Through Five Points,"
they declare that there is one and only one conic that may fit through these five points. However, they have to define the F variable before they solve the matrix. This seems contradictory to me. Why do they have to define F in order to pick a unique conic? Wouldn't F be defined already?
No. Note that there are 6 constants in the general formula:A, B, C, D, E, and F. But we only need 5 points because they are not independent. In particular, F= -(Ax^2+ Bxy+ Cy^2+ Dx+ Ey). Or, more simply, you can divide through by any number and get a formula for the same conic section with different coefficients. In particular, if you divide through by F you get A'x^3+ B'xy+ C'y^2+ D'x+ E'y+ 1= 0 where A', B', C', D', and E' are A, B, C, D, and E, each divided by F. "Choosing" F just determines which of many formulations for the same conic section we get.

My overarching problem, however, is merely to find an ellipse based on a number of points. It is for a program that will predict the orbit of a controllable-planet by using past positions. Is there an easier way to find the length, width, position, and orientation of an ellipse?

Wolfram-Alpha's page on ellipses is very helpful in giving me a way to find those values if I have all the variables in the general equation, but is there an easier way?
I won't say it is "easier" but all those things are determined by the eigenvalues and eigenvectors of the matrix giving the quadratic part of that:
Ax^2+ Bxy+ Cy^2= \begin{bmatrix}x & y\end{bmatrix}\begin{bmatrix}A & \frac{1}{2}B \\ \frac{1}{2}B & C\end{bmatrix}\begin{bmatrix}x \\ y\end{bmatrix}

Homework Equations



Ax2 + Bxy + Cy2 + Dx + Ey + F = 0




The Attempt at a Solution

 
Last edited by a moderator:

Similar threads

  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 7 ·
Replies
7
Views
11K
  • · Replies 3 ·
Replies
3
Views
5K
Replies
3
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
Replies
10
Views
2K
  • · Replies 6 ·
Replies
6
Views
16K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 3 ·
Replies
3
Views
4K
  • · Replies 18 ·
Replies
18
Views
11K