I'm trying to find if the Hessian matrix of the function:
$$ f(x,y) = e^{2x} - 2x + 2y^2 + 3 $$
I found the second order partial differentials as:
- $ f_{xx} = 4 e^{2x} $
- $ f_{yy} = 4 $
- $ f_{xy}= f_{yx} = 0 $
Which gives the Hessian as:
$$ \begin{matrix} 4 e^{2x} & 0 \\ 0 & 4 \\ \end{matrix} $$
Isn't this matrix positive definite? My reference book says that this matrix is negative definite. Is that a mistake or am I missing something here?
I think it's a mistake of your book and it's positive definite, because the principal minors of the matrix are $4>0$ and $16e^{2x}>0$.