Finding the Equation of a Rotated Cone

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To find the equation of a rotated cone given specific data points, one must start with the standard cone equation and apply transformations such as stretching to fit the data. The parameters of these transformations can be adjusted to derive the final equation. For determining the axis of the cone, the equation itself can provide insights into its orientation. When dealing with more data points than necessary, utilizing a linear regression algorithm can help approximate the cone equation effectively. Overall, constructing the equation of a rotated cone involves a combination of geometric understanding and data fitting techniques.
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I have two questions. How do you find the equation of a cone given data points? I've found lots of info on the equation of a cone, but can't find anything on one that is rotated and not centered at the origin. What is the equation for a rotated translated cone?
Second, given the equation of a cone, how do you figure out the equation of the axis?

Side question: Does anyone know of a good way to find an equation of a cone given more data points than necesarry, which won't fit perfectly to the cone? Does anyone know of a good way to approximate the cone equation which takes into account more points? Thanks for any help.
 
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There is no single equation for a cone: it has a circle as a bottom, is of finite height and has a mantle. At best you have a rotational right triangle.

I would write down the equation(s) of a standard cone. Then I would apply possible transformations, like stretching along a certain plane or whatever you allow as transformation. This gives you a couple of equations with the transformation coefficients as parameters. Finally you can try to solve for these parameters given your actual data.

If we have more data than necessary, than I would try to use a linear regression algorithm first and operate with its result instead of the raw data.

I'm not aware of a ready made answer to what you might have in mind. My solution requires some work to do.
 
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