I am trying to find the minimum distance from the points of the function $\large{\frac{1}{4xy}}$ to the point $(0, 0, 0)$.
This appears to be a problem of Lagrange in which my condition: $C(x,y,z) = z - \frac{1}{4xy} = 0$, and my function would be $f(x,y,z) = \sqrt{x^2+y^2+z^2}$ or if i'm correct, it would be the same as the minimum value I get from using thee function as $f(x,y,z) = x^2+y^2+z^2$.
If I do this, I would then have:
$$ f(x,y,z,\lambda) = x^2 + y^2 + z^2 + \lambda(z-\frac{1}{4xy}) \\ = x^2 + y^2 + z^2 + \lambda z-\frac{1}{4xy} \lambda $$
Then findind the partial derivatives ($\frac{\partial f}{\partial x}, \frac{\partial f}{\partial y}, \frac{\partial f}{\partial z}, \frac{\partial f}{\partial \lambda}$) and solving for the values of $x, y, z, \lambda$ and the minimum value I get at the end would be my answer.
Would that be the correct solution?
Note that by substitution of the constraint we need to minimize
$$f(x,y)=\sqrt{x^2+y^2+z^2}=\sqrt{x^2+y^2+\frac{1}{16x^2y^2}}$$
and we don't need Lagrange's method.
In this case AM-GM is the most effective method, indeed
$$\frac{x^2+y^2+\frac{1}{16x^2y^2} }{3}\ge\sqrt[3]{x^2\cdot y^2\cdot \frac{1}{16x^2y^2}}\iff x^2+y^2+\frac{1}{16x^2y^2}\ge3\sqrt[3]{\frac1{16}}=\frac32\sqrt[3]{\frac1{2}}$$
and equality holds when $$x^2=y^2=\frac{1}{16x^2y^2}\implies x=\pm\sqrt[6]\frac1{16}=\pm\sqrt[3]\frac14 \quad y=\pm x$$
Thus the minimum distance is
$$d_{min}=\sqrt{\frac32 \sqrt[3]{\frac1{2}} } =\sqrt{\frac32}\sqrt[6]{\frac1{2}}$$
attained for
$$P_1=\left(\sqrt[3]\frac14,\sqrt[3]\frac14,\frac14\sqrt[3]16\right)\quad P_2=\left(\sqrt[3]\frac14,-\sqrt[3]\frac14,-\frac14\sqrt[3]16\right)$$
$$P_3=\left( -\sqrt[3]\frac14,\sqrt[3]\frac14,-\frac14\sqrt[3]16\right)\quad P_4=\left( -\sqrt[3]\frac14,-\sqrt[3]\frac14,\frac14\sqrt[3]16\right)$$
As an alternative, since $f(x,x)>0$ its minimum coincide with the ninimum of
$$g(x,y)=f^2(x,y)=x^2+y^2+\frac{1}{16x^2y^2}$$
thus for the critical points we have
$$g_x=2 x - \frac1{8 x^3 y^2}=0$$ $$g_y=2 y - \frac1{8 x^2 y^3}=0$$
from which we obtain
$$x=\pm\sqrt[6]\frac1{16}=\pm\sqrt[3]\frac14 \quad y=\pm x$$