<s>[INST] Lagrange Multipliers: find points farthest/closest to a point Find the points of the ellipse:
$$\frac{x^2}{9}+\frac{y^2}{4}=1$$
which are closest to and farthest from the point $(1,1)$.
I use the method of the Lagrange Multipliers by setting:
$$f(x,y)=(x-1)^2+(y-1)^2$$
(no need for the root since maximizing one maximizes the other)
And $$g(x,y)=\frac{x^2}{9}+\frac{y^2}{4}-1=0$$ the constraint.
We get:
$$x-1=λx/9$$           and           $$2y-2=λy/2$$
I don't know where to go from there. I tried finding $x$ and $y$ alone and then plugging their values in the constraint $g(x,y)=0$ but I get a really complicated equation.
 [/INST] Hint: $$\mathcal{L}(x,y,\lambda)=f(x,y)+\lambda g(x,y)=(x-1)^2+(y-1)^2+\lambda \left(\frac{x^2}{9}+\frac{y^2}{4}-1\right) $$
Then: 
$\frac{\partial \mathcal{L}}{\partial x}=2(x-1)+\frac{2x\lambda}{9}=0 \implies x=\frac{9}{9+\lambda}$
$\frac{\partial \mathcal{L}}{\partial y}=2(y-1)+\frac{\lambda y}{2}=0 \implies y=\frac{4}{4+\lambda}$ 
$\frac{\partial \mathcal{L}}{\partial \lambda}= \frac{x^2}{9}+\frac{y^2}{4}-1=0$
so $\implies \frac{\left(\frac{9}{9+\lambda}\right)^2}{9}+\frac{\left(\frac{4}{4+\lambda}\right)^2}{4}=1$
$\implies \frac{9}{(9+\lambda)^2}+\frac{4}{(4+\lambda)^2}=1$
Then solve for $\lambda$ (not easy) then plug in value to obtain $x=\frac{9}{9+\lambda}$ and $y=\frac{4}{4+\lambda}$ that are required
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