Unit vector field and gradient

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Homework Help Overview

The discussion revolves around finding the unit vector in the direction of a vector field \(\vec{F}\) at a specific point (1, 2, -2). The context involves concepts from vector calculus, specifically the gradient of a scalar function and its relationship to unit vectors.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants explore the definition of the gradient and its components, questioning how to derive \(\vec{F}\) from the function \(f\). There are discussions about the implications of using the chain rule and the nature of the function \(f\) in relation to spherical coordinates.

Discussion Status

The discussion is ongoing, with participants providing hints and corrections regarding the evaluation of the gradient. Some participants express confusion over the definitions and calculations, while others emphasize the need for detailed attempts to clarify misunderstandings.

Contextual Notes

There are indications of missing information and assumptions about the function \(f\) and its dependence on the radial distance \(r\). Participants also note the relevance of specific points in relation to a sphere defined by \(x^2 + y^2 + z^2 = 9\).

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Homework Statement



http://img245.imageshack.us/img245/2353/87006064.th.jpg

I need to find the unit vector in the direction of \vec{F} at the point (1, 2, -2).

Homework Equations


The Attempt at a Solution



well first of all I need to find what F is right, which is gradf.. how can I get that?? what is the level surface of f? is it a sphere?
 
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The grad (del operator) by itself is simply the derivative taken in 3 directions, x,y,z for your problem.
 
grad f for a function which depends only on r = √(x² + y² + z²) always points radially, and has a magnitude ∂f/∂r.

To see why, use the chain rule. For example ∂f/∂x = (∂f/∂r)(∂r/∂x) = (∂f/∂r)(x/r).

Also, √(1² + 2² + (-2)²) = 3, and you already know ∂f/∂r at r = 3.
 
is the g'(4) there for a reason?
 
What was the question? I think you missed some words in your post. Unit vector in the direction of what?
 
I just corrected the question
 
Ok, g'(4) is not required.

Hint: Read my first post. Pay attention to the fact that g'(3) is positive. The magnitude of g'(3) is irrelevant.
 
I believe I just the derivative of r = √(x² + y² + z²) each with respect to x, y, and z to get the gradf?
 
The definition of grad f is (∂f/∂x, ∂f/∂y, ∂f/∂z). Which direction does this point in if f is a function of only √(x² + y² + z²)?
 
  • #10
hmm.. it points outwards as you said right?? can I say f(x,y,z) instead of f(rho)
 
  • #11
No, I didn't say it points outward. I said it points radially. It could be radially outward, or radially inward. Just do what I suggested: evaluate grad f in detail, from the definition of grad, using my previous hints.
 
  • #12
gradf = ∂f/∂x √(x² + y² + z²)i + ∂f/∂y √(x² + y² + z²)j + ∂f/∂z √(x² + y² + z²)k

it's just that right?
 
Last edited:
  • #13
No..

What's the definition of grad f?
 
  • #14
as stated above:

The grad (del operator) by itself is simply the derivative taken in 3 directions, x,y,z for your problem.
 
  • #15
grad f is a vector field. It as components. The x-component is ∂f/∂x. The y-component is ∂f/∂y. The z-component is ∂f/∂z.

Evaluate these derivatives using the chain rule, as I have done in post #3. What is the vector you get when you do this?
 
  • #16
yes I know it's a vector I just forgot to put my i,j,k above.. right?
 
  • #17
Nope, still not right. Don't try to guess it. Do it in detail, as I've already shown you how to do #3.
 
  • #18
I really don't understand how post #3 could help in this case
 
  • #20
No. √(x² + y² + z²) is not the value of the function. Reread the question. It says that f is a function of √(x² + y² + z²), which means that the value of f depends only on √(x² + y² + z²). For example, if x = 1, y = 0, z = 0, then the value of f is g(√(x² + y² + z²)) = g(√(1² + 0² + 0²)) = g(1) which from the graph in the original question is approximately 1.4.f(x, y, z) = g(√(x² + y² + z²))
 
  • #21
hmm.. after reading your third post again:

the gradient is just then ∂f/∂r

is it just 1/3rho?
 
  • #22
bump!
 
  • #23
The gradient cannot be ∂f/∂r, because ∂f/∂r is not a vector!
 
  • #24
yes I know... but it seems like it's like that.. ∂f/∂r at point (1,2,-2) is 1/3.. so is it 1/3r
 
  • #25
Depeds, what is r in (1/3)r ?
 
  • #26
it's x²i + y²j + z²k, right?
 
  • #27
Then how is (1/3)r a vector?
 
  • #28
I think it's something like this 1/3x²i + 1/3y²j + 1/3z²k
 
  • #29
No. The gradient at (1, 2, -2) is (1/3)(1/3i + 2/3j - 2/3k).
 
  • #30
why is r here 1/3i + 2/3j -2/3k?
 

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