domhal
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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):
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.
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.