Partial Derivative of Function

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SUMMARY

The discussion focuses on calculating the partial derivatives of the function f(x,y) = (1/3)(x² + y²)² to determine the gradient. The correct partial derivative with respect to x is ν(x,y) = (4/3)x(x² + y²), which retains the (x² + y²) term due to the chain rule application. The participant initially misunderstood the treatment of y as a constant, leading to confusion about the derivative's outcome. Clarification was provided that while y is treated as constant during differentiation, it remains part of the function.

PREREQUISITES
  • Understanding of partial derivatives
  • Familiarity with the chain rule in calculus
  • Basic knowledge of functions of multiple variables
  • Ability to differentiate polynomial expressions
NEXT STEPS
  • Study the application of the chain rule in multivariable calculus
  • Practice calculating gradients for various functions
  • Explore the concept of directional derivatives
  • Learn about optimization techniques using gradients
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Students studying calculus, particularly those focusing on multivariable functions and gradients, as well as educators seeking to clarify concepts related to partial derivatives.

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Homework Statement



I am doing some gradient questions and having a little trouble understanding the partial derivatives to obtain the gradient. Most particularly in this question:

f(x,y) = [tex]\frac{1}{3}[/tex][tex](x^{2}+y^{2})^{2}[/tex]

Homework Equations



So to find the gradient we take the partial derivative with respect to x and then y.

The Attempt at a Solution



I know the answer is

[tex]\nu[/tex](x,y) = [tex]\frac{4}{3}x[/tex][tex](x^{2}+y^{2})[/tex]

but my brain says it should be

[tex]\nu[/tex](x,y) = [tex]\frac{4}{3}x[/tex]

why does the (x^2 + y^2) term still stick around? When I do the partial derivative of the x term, do I not treat the Y term as constant? If so, shouldt it disappear?

Thanks
 
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treat the y as a constant when you differntiate only. You must still retain the y, in general the partial derivative w.r.t. x is still a function of both x & y

using chain rule below
[tex] f_x<br /> = \frac{\partial}{\partial x}(x^{2}+y^{2})^{2}<br /> = 2(x^{2}+y^{2})\frac{\partial}{\partial x}(x^{2}+y^{2})<br /> = 2(x^{2}+y^{2})2x[/tex]
 
Last edited:
Ah yes, I got it. It was just a stupid logic error in my head. Thanks for the help!
 

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