[Math] Finding critical points of a triple variable function

maxima-minimamultivariable-calculus

What are the critical points of the function: $f(x,y,z)=\frac{1}{z^2+x^2+1+y^2}$? Identify as a local minima, maxima, or saddle points.

So I know you have to take the gradient and set it equal to $(0,0,0)$. That will get you all your critical points. How do I identify it as a local minima, maxima, or a saddle point?

Best Answer

One way is to find the Hessian and determine its curvature by looking at its eigenvalues.

If the eigenvalues are all positive, then the function as positive curvature at that point, and you've found a minima.

If the eigenvalues are all negative, then negative curvature. And if they're mixed, then it's a saddle point.

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