What are the critical points, if any, of `f(x,y) = 2x^3 - 6x^2 + y^3 + 3y^2 - 48x - 45y`?

The theory to identify the extrema of `z=f(x,y)` is:

1. Solve simultaneously the critical equations

   `(partial f) / (partial x) =(partial f) / (partial y) =0 \ \ \ ` (ie `f_x=f_y=0`)

2. Evaluate `f_(x x), f_(yy)` and `f_(xy) (=f_(yx))` at each of these critical points. Hence evaluate `Delta=f_(x x)f_(yy)-f_(xy)^2` at each of these points
3. Determine the nature of the extrema;

   `{: (Delta>0, "There is minimum if " f_(x x)>0),(, "and a maximum if " f_(x x)<0), (Delta<0, "there is a saddle point"), (Delta=0, "Further analysis is necessary") :}`

So we have:

`f(x,y) = 2x^3 - 6x^2 + y^3 + 3y^2 - 48x - 45y`

Let us find the first partial derivatives:

`(partial f) / (partial x) = 6x^2-12x-48`

`(partial f) / (partial y) = 3y^2+6y-45`

So our critical simultaneous equations are:

`(partial f) / (partial x) = 0 => 6x^2-12x-48 = 0`
`(partial f) / (partial y) = 0 => 3y^2+6y-45 = 0`

`:. x^2 - 2x - 8 = 0`
`:. (x-4)(x+2) = 0`
`:. x = -2, 4`

`:. y^2 + 2y - 15 = 0`
`:. (y+5)(y-3) = 0`
`:. y = -5, 3`

Any permutation of these solutions will simultaneously make both partial derivatives vanish, so the critical values are:

`(x,y)=(-2,-5), (-2,3), (4,-5), (4,3)`

So we can now calculate the coordinates of the critical points:

`{: (f(-2,-5),= 231,=>(-2,-5,231)), (f(-2,3),= -25,=>(-2,3,25)), (f(4,-5),= 15,=>(4,-5,15)), (f(4,3), = -241,=>(4,3,-241)) :}`

We can visualise these critical points on a 3D-plot:

As we were not asked to determine the nature of the critical points I will omit that analysis.