Finding critical points of functions of two variables

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Homework Help Overview

The discussion revolves around finding the critical points of the function z = f(s,t) = (1+s)(1+t)(s+t), which involves partial derivatives with respect to the variables s and t.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the process of setting the partial derivatives to zero to find critical points, with some confusion about notation and the implications of certain values for s and t. There is an exploration of different combinations of equations derived from the partial derivatives.

Discussion Status

Multiple critical points have been identified, and participants are actively questioning the nature of these points, including whether they are saddle points or local minima. There is no explicit consensus on the final characterization of the critical points, and further exploration is encouraged.

Contextual Notes

Participants note potential confusion regarding the notation used for derivatives and the implications of certain values leading to multiple critical points. There is an acknowledgment of the need to clarify the definitions and assumptions underlying the problem.

th4m4ster
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Hey,

I have trouble finding the critical points for this function:

z = f(s,t) = (1+s)(1+t)(s+t)

I get that
s' = (1+t) (t+2s+1) = 0
t' = (1+s) (s+2t+1) = 0

So t= -1 and s= -1 is a C.P.

How do i solve for the others?

Any help is greatly appreciated thanks!
 
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welcome to pf!

hey th4m4ster! welcome to pf! :smile:
th4m4ster said:
s' = (1+t) (t+2s+1) = 0
t' = (1+s) (s+2t+1) = 0

So t= -1 and s= -1 is a C.P.

How do i solve for the others?

(you meant ∂z/∂s and ∂z/∂t, not s' and t' :wink:)

solve for (1+t) = 0 and (s+2t+1) = 0,

and for the other two combinations :smile:
 


tiny-tim said:
hey th4m4ster! welcome to pf! :smile:


(you meant ∂z/∂s and ∂z/∂t, not s' and t' :wink:)

solve for (1+t) = 0 and (s+2t+1) = 0,

and for the other two combinations :smile:


Hi Tiny-Tim,

thanks for the quick reply!

I do understand I have to solve for 1+t = 0 as well as s+2t+1 =0
and 1+s = 0 and t+2s+1=0.

The difficulty I am having is with s+2t+1 =0 and t+2s+1=0. The two others are clearly s=t=-1

Therefore (-1,-1) is a solution. Now, how do I solve for the two others? I thought of replacing t=-1 in

t+2s+1=0

and s=-1 in s+2t+1 =0. Although that gives me 4 points in the end, it seems kind of weird because I end up with only saddle points, and no local min. I don't have the answers for this question, but I am pretty sure there is a local minimum in this question, because one part of the question asks what is the minimum value of z.
 
I think I got it

I ended up with (-1,-1) , (-1,1) , (1,-1) , (1,1)

and the three first are saddle points while the last one is a local minimum. Anyone correct me if the person attempts the problem. Thanks
 
th4m4ster said:
Hey,

I have trouble finding the critical points for this function:

z = f(s,t) = (1+s)(1+t)(s+t)

I get that
s' = (1+t) (t+2s+1) = 0
t' = (1+s) (s+2t+1) = 0
I assume you mean that zs and zt rather than s' and t'.
From the first equation, either t= -1 or t+ 2s+ 1= 0. If t= -1, the second equation becomes (1+ s)(s- 1)= 0 so we have either s= -1 or s= 1. Two critical points are s= -1, t=-1 and s= 1, t= -1.

From the second equation, either s= -1 or s+ 2t+ 1= 0. If s= -1, the first equation becomes (1+ t)(t- 1)= 0 so either t= -1 or t= 1. Two critical points are s= -1, t= -1, which we had before, and s= -1, t= 1.

If neither s= -1 or t= -1, then we must have t+ 2s+ 1= 0 and s+ 2t+ 1= 0. From the first equation, t= -2s- 1 so the second equation becomes s+ 2(-2s- 1)+ 1= s- 4s- 2+ 1= -3s-1= 0 and s= -1/3. In that case, t= -2(-1/3)- 1= 2/3- 1= -1/3.

The critical points are s= -1, t= -1; s= 1, t= -1; s= -1, t= 1; and s= -1/3, t= -1/3.

s= t= 1 is NOT a critical point: (1+ 1)(1+ 2+ 1)= 2(4)= 8 not 0
So t= -1 and s= -1 is a C.P.

How do i solve for the others?

Any help is greatly appreciated thanks!
 
HallsofIvy said:
I assume you mean that zs and zt rather than s' and t'.
From the first equation, either t= -1 or t+ 2s+ 1= 0. If t= -1, the second equation becomes (1+ s)(s- 1)= 0 so we have either s= -1 or s= 1. Two critical points are s= -1, t=-1 and s= 1, t= -1.

From the second equation, either s= -1 or s+ 2t+ 1= 0. If s= -1, the first equation becomes (1+ t)(t- 1)= 0 so either t= -1 or t= 1. Two critical points are s= -1, t= -1, which we had before, and s= -1, t= 1.

If neither s= -1 or t= -1, then we must have t+ 2s+ 1= 0 and s+ 2t+ 1= 0. From the first equation, t= -2s- 1 so the second equation becomes s+ 2(-2s- 1)+ 1= s- 4s- 2+ 1= -3s-1= 0 and s= -1/3. In that case, t= -2(-1/3)- 1= 2/3- 1= -1/3.

The critical points are s= -1, t= -1; s= 1, t= -1; s= -1, t= 1; and s= -1/3, t= -1/3.

s= t= 1 is NOT a critical point: (1+ 1)(1+ 2+ 1)= 2(4)= 8 not 0

THanks a lot!

And sorry for the confusion, I meant dz/ds and dz/dt indeed. On a side note, what's the difference between writing dz/dt and t'? just curious
 
th4m4ster said:
On a side note, what's the difference between writing dz/dt and t'? just curious

dz/dt and z' are the same

t' makes no sense (unless you mean t' = dt/dt = 1)
 

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