Proving linear operator for partial derivatives.

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Homework Help Overview

The discussion revolves around proving that a specific expression involving partial derivatives acts as a linear operator. The expression in question is related to the differentiation of a product involving a function and its derivative.

Discussion Character

  • Conceptual clarification, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore the definition of a linear operator and question the notation used in the original post. There is a focus on understanding how the differentiation of the product of a function and its derivative fits into the framework of linear operators.

Discussion Status

Some participants have provided insights into the nature of the operators involved and the definition of linearity. There is ongoing clarification regarding the notation and the interpretation of the expression, with no explicit consensus reached on the proof itself.

Contextual Notes

There is mention of a specific function, k(x), and its role in the differentiation process. Participants also note the importance of understanding the definition of a linear operator before proceeding with the proof.

NINHARDCOREFAN
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How do I go about proving the following partial derivative is a linear operator?
d/dx[k(x)du/dx)]
 
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What you've written is not a differential operator, it's a function.

Or did you mean d/dx[k(x)d/dx)]?
 
Nope, what I originally wrote is how it is in the book. If it matters, K is with a subscript of o.
 
So you're mutliplying by something, k(x)du/dx, and then you're differentiating. I hope you know that those are linear operators individually.
 
But where is the partial derivative ?

Daniel.
 
Don't get naughty, Daniel! He clearly intended the "d" as partial derivative, he just didn't know how to write here.

NINHARDCOREFAN, what quasar987 said is still valid. Whatever is written in your book, [tex]\frac{\partial }{\partial x}[/tex] is the operator, [tex]\frac{\partial u}{\partial x}[/tex] is the function that results from applying that operator to u.

Of course, before you can prove anything is a linear operator, you have to know the definition of "linear operator"! An operator, F, is "linear" if and only if it takes linear combinations into linear combinations: F(au+ bv)= a F(u)+ bF(v) where a and b are numbers (constants) and u and v are objects in the vector space (in this case functions).

So, to prove that [tex]\frac{\partial}{\partial x}\left(k(x,y,...)\frac{\partial}{\partial x}\right)[/tex] is a linear operator
JUST DO IT!

What is [tex]\frac{\partial}{\partial x}\left(k(x,y,...)\frac{\partial (au+ bv}{\partial x}\right)[/tex]?
 
Please explain this proof futher. Let d be the partial derivative of d.
So the equation is actually L(u)=d/dx[Ko(x)du/dx]. There is the du/dx at the end of the equation. Please explain further how this is interpreted: this means take the partial derivative of any function, multiply it by Ko(x) du/dx? This reads that Ko is a function of x correct?

Please outline the stept to solve this.

HallsofIvy said:
Don't get naughty, Daniel! He clearly intended the "d" as partial derivative, he just didn't know how to write here.

NINHARDCOREFAN, what quasar987 said is still valid. Whatever is written in your book, [tex]\frac{\partial }{\partial x}[/tex] is the operator, [tex]\frac{\partial u}{\partial x}[/tex] is the function that results from applying that operator to u.

Of course, before you can prove anything is a linear operator, you have to know the definition of "linear operator"! An operator, F, is "linear" if and only if it takes linear combinations into linear combinations: F(au+ bv)= a F(u)+ bF(v) where a and b are numbers (constants) and u and v are objects in the vector space (in this case functions).

So, to prove that [tex]\frac{\partial}{\partial x}\left(k(x,y,...)\frac{\partial}{\partial x}\right)[/tex] is a linear operator
JUST DO IT!

What is [tex]\frac{\partial}{\partial x}\left(k(x,y,...)\frac{\partial (au+ bv}{\partial x}\right)[/tex]?
 

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