Prove the Second Derivative of a Multivariate Function Using the Chain Rule

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SUMMARY

The discussion focuses on proving the second derivative of a multivariate function defined as h(u,v) = f(a(u,v), b(u,v)), where the conditions a_u = b_v and a_v = -b_u are given. The goal is to demonstrate that h_{uu} + h_{vv} equals (f_{xx} + f_{yy}) (a^2_u + a^2_v). Participants emphasize the importance of understanding the chain rule and the relationships between the variables involved, particularly how to compute the first and second derivatives accurately.

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  • Understanding of multivariable calculus
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  • Knowledge of partial derivatives
  • Ability to manipulate functions of multiple variables
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Homework Statement


Let h(u,v) = f(a(u,v), b(u,v)), where a_u = b_v and a_v = -b_u.
Show that h_{uu} + h_{vv} = (f_{xx} + f_{yy}) (a^2_u + a^2_v).


Homework Equations





The Attempt at a Solution

I suppose my first question is where the x's and y's come from. (I thought at first it was a typo in the problem, but this type of setup appears in several other exercises in the book).
To try to make it easier to understand I tried letting the a's and x's and b's be y's so that we get h(u,v) = f(x(u,v), y(u,v)), but then I realized that to prove the result we need apparently both a's, b's, x's and y's.

To compute h_{uu} we would begin by getting h_u, but I'm having trouble figuring this out since I think all the letters are tripping me up.
 
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x=a(u,v) and y=b(u,v)

First revisit the simple chain rule:

y = g(f(x)) which we can write as y = g(u) with u=f(x)

dy/dx = dg/du * du/dx

and so in your case they want you to compute the second derivative of h

ph/pu = pf/px * px/pu + pf/py * py/pu (think p as the partial derivative operator)
 

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