Understanding Derivative of $\Vert f\Vert_{2}^{2}$

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SUMMARY

The derivative of the Lp norm squared, specifically evaluated at p=2, is expressed as $\frac{d}{dp}(\Vert f\Vert_{p}^{2})\mid_{p=2}=\frac{1}{2}\int_{\mathbb{\mathbb{R}}^{n}}\mid f(x)\mid^{2}\ln\left(\frac{\mid f(x)\mid^{2}}{\Vert f\Vert_{2}^{2}}\right)$. This calculation involves applying the chain rule to the integral of the function raised to the power p, followed by substituting p=2. The discussion highlights challenges with LaTeX formatting while attempting to present the derivative correctly.

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  • Understanding of Lp norms, particularly $\Vert f\Vert_{p}$
  • Familiarity with calculus, specifically differentiation and the chain rule
  • Knowledge of logarithmic properties and their applications in calculus
  • Proficiency in LaTeX for mathematical typesetting
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  • Study the properties of Lp spaces and their derivatives
  • Learn about the application of the chain rule in multivariable calculus
  • Explore the use of logarithms in calculus, particularly in optimization problems
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[tex]$\frac{d}{dp}(\Vert f\Vert_{p}^{2})\mid_{p=2}=\frac{d}{dp}((\int_{\mathbb{\mathbb{R}}^{n}}\mid f\mid^{p}dx)^{\frac{2}{p}})\ldots=\frac{1}{2}\int_{\mathbb{\mathbb{R}}^{n}}\mid f(x)\mid^{2}ln\left(\frac{\mid f(x)\mid^{2}}{\Vert f\Vert_{2}^{2}}\right)$[/tex]

this is the derivative evaluated at p=2.

does anyone see how this works? I started with the e^ln(whole integral) and then chain rule and so on...then plugged in p=2 at the end but couldn't get it.wow i cannot get the d/dp to show up properly something is wrong with the latex...
 
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cheeez said:
[tex]\frac{d}{dp}(\Vert f\Vert_{p}^{2})\mid_{p=2}=\frac{d}{dp}((\int_{\mathbb{\mathbb{R}}^{n}}\mid f\mid^{p}dx)^{\frac{2}{p}})\ldots=\frac{1}{2}\int_{\mathbb{\mathbb{R}}^{n}}\mid f(x)\mid^{2}ln\left(\frac{\mid f(x)\mid^{2}}{\Vert f\Vert_{2}^{2}}\right)$[/tex]

this is the derivative evaluated at p=2.

does anyone see how this works? I started with the e^ln(whole integral) and then chain rule and so on...then plugged in p=2 at the end but couldn't get it.





wow i cannot get the d/dp to show up properly something is wrong with the latex...

Did that fix it?
 

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