Sketch the gradient vector for the function

Click For Summary
The discussion revolves around sketching the gradient vector for a given function, focusing on its direction and magnitude. Participants agree that the gradient points perpendicular to the tangent of the level curve and indicates the direction of increasing function values. There is confusion regarding how to determine the length of the gradient, with suggestions that it can be approximated by the distance between level curves and the increase in function values. One participant proposes estimating the run in the direction of the gradient, leading to a consensus that the rise is 1 and the run is approximately 0.5. Overall, the conversation highlights the challenges in understanding gradient concepts and their application in specific scenarios.
Feodalherren
Messages
604
Reaction score
6

Homework Statement


Untitled.png



Homework Equations





The Attempt at a Solution


Ok so I think I know how to get the direction. It's going to be perpendicular to the tangent of the level curve and pointing in the direction where f(x,y) is increasing. So on the graph that was provided it will point in negative y and positive x.

I am completely lost on finding the length though.
 
Physics news on Phys.org
Feodalherren said:

Homework Statement


Untitled.png



Homework Equations





The Attempt at a Solution


Ok so I think I know how to get the direction. It's going to be perpendicular to the tangent of the level curve and pointing in the direction where f(x,y) is increasing. So on the graph that was provided it will point in negative y and positive x.

I am completely lost on finding the length though.

The length of the gradient is going to proportional to the rate at which f(x,y) is increasing as you move along the direction of the gradient. Can't you approximate that by the distance between the level curves and the amount f(x,y) increases between them?
 
The distance between level curves -2 and -1 = 1

Isn't that how much f(x,y) increases?
 
Feodalherren said:
The distance between level curves -2 and -1 = 1

Isn't that how much f(x,y) increases?

Right. So the magnitude of the gradient is going be approximately 1/(distance between the level curves in the direction of the gradient). The denominator will depend on where you are on the level curves.
 
Ok so in a simple rise/run, that means 1 is my rise, what is my run?

My professor has the right answer as "approx 2".
 
Feodalherren said:
Ok so in a simple rise/run, that means 1 is my rise, what is my run?

My professor has the right answer as "approx 2".

At (4,6)? The run is the perpendicular distance between the level curves at that point. What's that "approx"?
 
I guess it stands for "approximately".

This just isn't working out at all.. I'm so confused :/
 
Feodalherren said:
I guess it stands for "approximately".

This just isn't working out at all.. I'm so confused :/

I guessed what "approx" meant, I was just asking you what your guess for the run was around the point (4,6). What's your guess for the distance between the level curves -1 and -2 near that point by reading off the graph? It is just a rise/run guesstimate.
 
Well my guess is that the rise is 1.

As for the run that's where I get lost. Do i estimate in the same direction as the gradient, or in the X or Y direction? What's the deal here?
 
  • #10
Feodalherren said:
Well my guess is that the rise is 1.

As for the run that's where I get lost. Do i estimate in the same direction as the gradient, or in the X or Y direction? What's the deal here?

In the same direction as the gradient, i.e. perpedicular to the level curves. Looks to me like about 1/2 is a good guess around (4,6). Don't you agree?
 
  • Like
Likes 1 person
  • #11
Ah it makes sense in that case. I would have guessed that it would be in that direction too but I wasn't sure. I guess I'm just not really grasping the concept. I realize that a gradient is just essentially a derivative in any direction but for some reason I'm having a hard time wrapping my head around this.
Anyway, thanks a bunch for your patience!
 

Similar threads

  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 6 ·
Replies
6
Views
2K
Replies
12
Views
9K
  • · Replies 4 ·
Replies
4
Views
3K
Replies
3
Views
2K
  • · Replies 10 ·
Replies
10
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K