How Does Homogeneity Degree Affect Function Derivatives?

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SUMMARY

The discussion focuses on the properties of homogeneous functions, specifically proving that if a function F is homogeneous of degree n, then the equation x*F_x + y*F_y = n*F(x,y) holds true. The proof involves differentiating the equation F(tx,ty) = tnF(x,y) with respect to t and evaluating it at t=1. The participants clarify the concept of an identity, emphasizing that it remains true for all variable values, which is crucial for understanding the proof's validity.

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  • Knowledge of partial derivatives and their notation (F_x, F_y)
  • Familiarity with the concept of identities in mathematics
  • Basic calculus, specifically differentiation techniques
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Homework Statement


Let n be a positive integer. A function F is called honogeneous of degree n if it satisfies the equation F(tx,ty) = tnF(x,y) for all real t. Suppose f(x,y) has continuous second-order partial derivatives.

Show that if F is homogeneous of degree n, then

x*F_x + y*F_y = n*F(x,y), where F_x,F_y are the partial derivatives
with respect to x,y.

Homework Equations


The Attempt at a Solution


Suppose I let u=tx and v=ty. Then,

F_t = F_u * x + F_v * y,

which should then be equal to

n*t^(n-1) * F(x,y).

This, I think, almost looks like what I want to prove. Dividing by
t^(n-1) gives n*F(x,y) and (F_u * x + F_v * y)/(t^(n-1)), which I want
to rewrite as

x*F_x + y*F_y.

But I have no idea if/why this should be true. Am I thinking about this correctly, or have I done it the wrong way?
 
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Try setting t = 1 in your answer.:smile:
 
If t=1, then n*t^(n-1)*F(x,y) becomes n * F(x,y), which still equals

F_u * x + F_v * y,

which must clearly be equal to

F_x * x + F_y * y

if our premise is true. But I don't find this solution particularly convincing. Why should t have to equal 1? As in the definition, t can be equal to any real number.
 
You are given F(tx,ty)=tnF(x,y). You differentiated both sides with respect to t and got:

xFx(tx,ty)+yFy(tx,ty)=ntn-1F(x,y)

This is an identity in t,x,and y. In particular it holds for t=1, which gives your result. What is left to explain?
 
Tell me what an "identity" is, then maybe I'll understand better.
 
TranscendArcu said:
Tell me what an "identity" is, then maybe I'll understand better.

An identity is an equation that is true for all values of its variables. For example:

(x-1)2= x2-2x+1

is an identity because it is a true statement no matter what value x has. This is different than an equation like this:

x2+x = 6

which is true only for some values of x.
 

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