Solving Grad, Div, and Curl: Homework Help

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Homework Help Overview

The discussion revolves around the concepts of gradient, divergence, and curl in the context of a scalar function and a vector field. The original poster is attempting to understand how to compute these quantities given a scalar function and a vector field, specifically in a graduate-level oceanography course.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • The original poster expresses confusion about calculating the gradient, divergence, and curl, particularly regarding the use of partial derivatives and the handling of multiple variables. Some participants suggest looking up definitions and clarify the distinction between derivatives and partial derivatives. Others provide resources for understanding partial derivatives and the relevant vector calculus concepts.

Discussion Status

Participants are actively engaging with the original poster's questions, providing guidance on the definitions and calculations involved. There is a mix of attempts to clarify misunderstandings and share resources, but no consensus has been reached on the specific calculations yet.

Contextual Notes

The original poster mentions a lack of exposure to partial derivatives due to their educational background, which may affect their understanding of the problem. There is also a noted confusion regarding the notation for the gradient and the relationship between divergence and the scalar function.

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Homework Statement


If scalar s=x^3 + 2xy + yz^2 and vector v = (xy^3, 2y + z, z^2) find:
(a) grad (s)
(b) div v
(c) curl v


Homework Equations





The Attempt at a Solution


I'm entirely lost at how to do this. I think that grad s is the derivative of the scalar. I think that div is the grad dotted with the vector. I think that the curl is the grad crossed with the vector. I can't do the derivative because I don't know how to handle the three variables. I can do dot product and cross product with much simpler numbers, but I can't even try without being able to find the grad first. I'm lost, and this is my first graduate level course in oceanography, please help any way you can...
 
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Your descriptions of what these things are pretty approximate. Why don't you look up the real definitions and try to apply them. They'll involve partial derivatives, not just derivatives. Do you know what a partial derivative is?
 
I've heard of partial derivatives, but I've never taken a course in which I had to do one. My undergraduate math department taught sections of calc I, II, and III that I've heard everywhere else are equivalent to calc I and II. So, because I only went through calc II, I think I may have missed out on crucial information I need, like partial derivatives.

I'm not bad at learning from media, though, is there any source that maybe you prefer, or think I should focus on?
 
cmorissette said:
I'm not bad at learning from media, though, is there any source that maybe you prefer, or think I should focus on?
A quick introduction to partial derivatives:
http://tutorial.math.lamar.edu/Classes/CalcIII/PartialDerivatives.aspx

For curl, grad and div your best bet is Wikipedia once you understand the concept of partial derivatives.
 
Okay, thanks so much Hootenanny for the great overview of partial derivatives. If my math is correct, would the partial derivatives for the scalar in the problem be:

with respect to x; 3x^2 + 2y

with respect to y; 2x + z^2

with respect to z; 2yz

I'm a bit confised about the notation though... would the gradient be all of these answers separated by commas?
 
cmorissette said:
Okay, thanks so much Hootenanny for the great overview of partial derivatives. If my math is correct, would the partial derivatives for the scalar in the problem be:

with respect to x; 3x^2 + 2y

with respect to y; 2x + z^2

with respect to z; 2yz

I'm a bit confised about the notation though... would the gradient be all of these answers separated by commas?

Good so far. The gradient is a VECTOR. That's what the 'separated by commas' thing means. The x component of the vector is 3x^2 + 2y, the y component is 2x+x^2 and the z component is 2yz.
 
Okay, great!

So I think then for divergence I would do the dot product between the scalar and the vector.

(SxVx)i + (SyVy)j + (SzVz)k

And the curl would be the cross-product, which I would solve using a matrix, I think?
 
cmorissette said:
Okay, great!

So I think then for divergence I would do the dot product between the scalar and the vector.

(SxVx)i + (SyVy)j + (SzVz)k

And the curl would be the cross-product, which I would solve using a matrix, I think?

div(v) has nothing to do with the scalar s. It's just the sum of the partial derivatives of the components of v.
 
Ok, but isn't the divergence the dot product of the gradient and the vector?

Oh I see I wrote dot product between scalar and vector, my mistake
 
Last edited:
  • #10
In Cartesian coordinates, you have\nabla = \left(\frac{\partial}{\partial x}, \frac{\partial}{\partial x}, \frac{\partial}{\partial x}\right)so\mathrm{div}~\vec{V} = \nabla \cdot \vec{V} = \frac{\partial V_x}{\partial x}+\frac{\partial V_y}{\partial y}+\frac{\partial V_z}{\partial z}It's not equal to (\nabla s)\cdot \vec{V}, if that's what you meant.
 

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