Given an ellipsoid : x^2+4y^2+z^2=9 Find the tangent plane of the ellipsoid at (x_0,y_0,z_0) I found the equation for the tangent plane to be: 2x(x-x_0)+8y(y-y_0)+2z(z-z_0)=0 but I need to find every point where this plane is perpendicular to the vector <-4,8,-2>. I understand what is going on geometrically and that there should be two points ( multiplying the vector by -1) that satisfy these conditions but I'm not sure how to find the points. Can someone please point me in the right direction? (pun intended)
Find all the points where the tangent plane is perpendicular to a given vector.
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Let $g = x^2+4y^2+z^2-9$ then $g^{-1}(0)=E$ where $E$ denoted the ellipsoid. Recall then that $\nabla g(p)$ is a normal vector for the plane where $p = (x_0,y_0,z_0)$. Thus if you want the plane to be perpendicular to $\vec{v} = \langle -4,8,-2\rangle$ then you just need all $p$ s.t $\nabla g(p)= \lambda \vec{v}$.
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The gradient vector $\nabla F = [F_x, F_y, F_z]^T$ is normal (perpendicular) to the surface of the ellipsoid $F(x, y, z) = 0 $ and therefore will be perpendicular to the tangent plane.
The gradient for the given ellipsoid is given by
$ \nabla F = [2 x, 8 y, 2 z]^T $
We want this vector to be proportional to the given vector $V = [-4, 8, -2]^T $
That is, we want
$ \begin{bmatrix} 2 x \\ 8 y \\ 2 z \end{bmatrix} = \alpha \begin{bmatrix} -4 \\ 8 \\ -2 \end{bmatrix} $
It follows that
$ \begin{bmatrix} x \\ y \\ z \end{bmatrix} = \alpha \begin{bmatrix} -2 \\ 1 \\ -1 \end{bmatrix} $
Now substitute this point into the ellipsoid equation to determine $\alpha$.
This yields
$ \alpha^2 ( 4 + 1 + 1 ) = 9 $
So $\alpha = \pm \sqrt{ \dfrac{3}{2} }$
Hence, the required points are the following two points
$ (x_1, y_1, z_1 ) = \sqrt{ \dfrac{3}{2} } (-2, 1, -1) $ and $(x_2,y_2, z_2) = - \sqrt{ \dfrac{3}{2} } ( -2, 1, -1) $
Being given a general quadric with implicit equation:
$$\tag{1}ax^2+by^2+cz^2+2dxy+2eyz+2fzx+2gx+2hy+2iz+k=0,$$
the key point is that the tangent plane to this quadric in $(x',y',z')$ is obtained by "polarization", i.e., by looking at the homogeneous version of (1). This homogeneous form is obtained by introducing a 4th variable $t$, atop variables $x,y,z$, in such a way that if a term is only 1st degree, it is multiplied by $t$, and if it is a constant, it is multiplied by $t^2$: thus, all terms become of degree 2 (whence the name "homogenization"), in this way:
$$\tag{1}ax^2+by^2+cz^2+2dxy+2eyz+2fzx+2gtx+2hty+2itz+kt^2=0$$
Remark: if $t=1$, one finds back (1).
Then the method amounts to build the bilinear form associated with this quadratic form in 4 variables:
$\tag{2}axx'+byy'+czz'+d(x'y+xy')+e(y'z+yz')+f(z'x+zx')+g(t'x+x't)+h(t'y+ty')+i(t'z+tz')+ktt'=0.$
Remark: if all the "primes" are suppressed, we are back to equation (2).
Then make $t=t'=1$ in (2),
$$\tag{3}axx'+byy'+czz'+d(x'y+xy')+e(y'z+yz')+f(z'x+zx')+g(x+x')+h(y+y')+i(z+z')+k=0,$$
We have obtained in (3) the equation of the tangent plane to the quadric at point $(x',y',t')$.
Remark: this techniques can be justified in the framework of projective geometry.
Applying this to our case, we get, for the tangent plane at $(x_0,y_0,z_0)$ is
$$xx_0+4yy_0+zz_0=9$$
This is the equation of a plane with normal vector
$$\pmatrix{x_0\\4y_0\\z_0} \text{which is desired to be proportional to} \pmatrix{-4\\8\\-2}.$$
Thus, we must look for a coefficient $\alpha$ such that:
$$\tag{4}\pmatrix{x_0\\4y_0\\z_0}=\pmatrix{-4\alpha\\8\alpha\\-2\alpha}$$
Point $(x_0,y_0,z_0)$ is a point of the ellipsoid if and only if:
$$(-4\alpha)^2+4(2\alpha)^2+(-2\alpha)^2=9$$
i.e., $$\alpha^2=\frac{9}{36}=\frac{1}{4} \ \ \Leftrightarrow \ \ \alpha=\pm \frac{1}{2}$$
Whence the two solution points by plugging these opposite values of $\alpha$ in (4):
$$\pmatrix{x_0\\y_0\\z_0}=\pm \frac{1}{2} \pmatrix{-4\\2\\-2}=\pm \pmatrix{-2\\1\\-1}.$$