Understanding the Chain Rule for Partial Derivatives: An Example

Click For Summary
SUMMARY

The discussion centers on the application of the chain rule for partial derivatives as presented in "Cracking the GRE Math Subject Test - Princeton Review, 3rd Ed." The example involves the function z = F(u, v, y) with dependencies u = f(v, x) and v = g(x, y). The correct application of the chain rule yields the derivative \(\frac{\partial z}{\partial y} = \frac{\partial z}{\partial y} + \frac{\partial z}{\partial u}\frac{\partial u}{\partial y} + \frac{\partial z}{\partial v}\frac{\partial v}{\partial u}\frac{\partial u}{\partial y}\). The user raises concerns about the accuracy of the dependency diagram and the completeness of the paths considered for the derivative calculation.

PREREQUISITES
  • Understanding of partial derivatives
  • Familiarity with the chain rule in multivariable calculus
  • Knowledge of dependency diagrams for variable relationships
  • Basic proficiency in mathematical notation and functions
NEXT STEPS
  • Study the application of the chain rule in multivariable calculus
  • Learn how to construct and interpret dependency diagrams for functions
  • Review examples of partial derivatives involving multiple variables
  • Explore common pitfalls in calculating derivatives using the chain rule
USEFUL FOR

Students preparing for the GRE Math Subject Test, educators teaching multivariable calculus, and anyone seeking to deepen their understanding of partial derivatives and the chain rule.

domhal
Messages
4
Reaction score
0
I am reading "Cracking the GRE Math Subject Test - Princeton Review, 3rd Ed." and and confused by the section on the chain rule for partial derivatives. The method in the book is as follows:

1) Draw a diagram to show how the variables depend on each other, with an arrow meaning "depends on"

2) To find a derivative, find all paths from the dependent variable to the independent variable. Each path gives a product of partial derivatives.

3) Sum all products from different paths in 2.

I thought I understood this (and I think I have paraphrased it correctly!) but they give the following example of a complicated situation:

Let z = F(u, v, y), where u = f(v, x) and v = g(x, y). We are to find \frac{\partial z}{\partial y}. They provide the following diagram, which I have reproduced (in glorious code-o-vision):

Code:
  ---->u------->x
  |   ^ \     /
  |   || \   /
  |   ||  \ /
--z   ||   \
| |   ||  / \
| |   || /   \
| |   |v/     \
| ---->v------->y
|               ^
----------------|


Arrows from z to u, v and y
Arrows from u to x, y and v
Arrows from v to x, y and u

They then give the answer

\frac{\partial z}{\partial y} = \frac{\partial z}{\partial y} + \frac{\partial z}{\partial u}\frac{\partial u}{\partial y} + \frac{\partial z}{\partial v}\frac{\partial v}{\partial u}\frac{\partial u}{\partial y}

My problems:

1) Does their diagram have two too many arrows? (I think the arrows from v to u and from u to y are wrong.) If their arrows are correct, why are they there?

2) Using their method, there are paths from z to y they have not considered.

3) I get the answer (using my diagram)

\frac{\partial z}{\partial y} = \frac{\partial z}{\partial y} + \frac{\partial z}{\partial v}\frac{\partial v}{\partial y} + \frac{\partial z}{\partial u}\frac{\partial u}{\partial v}\frac{\partial v}{\partial y}

are these the same? (I don't think so.)

Thanks. I hope this is clear.
 
Physics news on Phys.org
Your answer seems correct to me. They probably made a typo. I mean if u = f(v,x) has no y terms in it, then it makes no sense to take the partial derviative of u with respect to y
 

Similar threads

Replies
4
Views
1K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 3 ·
Replies
3
Views
3K
Replies
5
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 4 ·
Replies
4
Views
1K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 6 ·
Replies
6
Views
2K
Replies
4
Views
1K
  • · Replies 5 ·
Replies
5
Views
2K