How to find the outermost points in an ellipse?

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If an ellipse is given in the form:

$$ A(x − h)^2+ B(x − h)(y − k) + C(y − k)^2 = 1 $$

(where A, B, C, h, and k are given)

What would be the simplest way of finding the outermost points, by which I mean the points both lowest and highest on the x-axis as well as the y-axis without graphing?

Edit: By lowest and highest points I mean the extremes, and the solution should be the four extreme points.

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Assume you've got a continuous, differentiable parametrization $(x(t), y(t))$ of the curve (you don't need to write it down explicitly, it suffices that we know that it exists). I'll use the Newton notation $\dot x = \mathrm dx/\mathrm dt$ and $\dot y = \mathrm dy/\mathrm dt$.

The extrema in $x$ are given by $\dot x=0$, and the extrema in $y$ are given by $\dot y=0$ (note that those are in general not the extrema of the ellipsis, that is, the extrema in the distance from the center). Note that if the ellipsis is non-degenerate (and the parametrization is sane), you never have both $\dot x=0$ and $\dot y=0$ for the same point. I'll assume a non-degenerate ellipse in the following.

Deriving the equation for $t$ gives $$2A(x-h)\dot x + B(y-k)\dot x + B(x-h)\dot y + 2C(y-k)\dot y = 0.\tag{*}$$ Inserting $\dot x=0$ gives $$(B(x-h) + 2C(y-k))\dot y = 0 \tag{**}$$ and therefore $$(y-k) = -\frac{B}{2C}(x-h).$$ Inserting into the original equation you get $$A(x-h)^2 - \frac{B^2}{2C}(x-h)^2 + \frac{B^2}{4C}(x-h)^2 = 1$$ or $$x = h\pm\left(A - \frac{B^2}{4C}\right)^{-1/2}.$$ The corresponding values for $y$ are obtained by inserting this into (**) and solving for $y$.

The extrema for $y$ can be obtained analogously by setting $\dot y=0$ in (*) and doing the same procedure.

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Hints:

  1. It can be hyperbola also.

  2. The form shows it is capable of being displaced to origin by a shift (h,k) so that it becomes a central conic in form $ A_1 x^2 + B_1 x y + C_1 y^2 = 1 $.

  3. Next, find the tilt angle to align axes along x and y.

  4. By symmetry find maximum/minimum points along x- and y- axes.

  5. Shift back, rotate back.

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To find the highest and lowest values of $y$ differentiate with respect to $x$ and set $y'=0$

$$2A(x-h)+B(y-k)=0$$ so that $(x-h)=-\frac B{2A}(y-k)$ and substituting into the original equation gives the quadratic $$\left(\frac {B^2}{4A}-\frac {B^2}{2A}+C\right)(y-k)^2=1$$ which can easily be solved for $(y-k)$ and hence for $y$ (the quadratic gives the two values you expect).

Then do the same with $x$, or just write down the formula using the symmetry of the expression.