Why Does the Constant 't' Appear in the Derivative of a Homogeneous Function?

Click For Summary
SUMMARY

The discussion centers on the application of the chain rule in differentiating homogeneous functions, specifically regarding the appearance of the constant 't' in the derivative. The participants clarify that when differentiating the left-hand side of the equation ƒ(tx1, tx2,…, txn) with respect to x1, the term 't' arises from the chain rule, as it represents the derivative of the inner function tx1. The confusion stems from interpreting the notation, where the partial derivative notation led to misunderstandings about the differentiation process. The conversation also touches on the use of LaTeX for clearer mathematical representation.

PREREQUISITES
  • Understanding of homogeneous functions in mathematics
  • Familiarity with the chain rule in calculus
  • Basic knowledge of partial derivatives
  • Experience with LaTeX for mathematical typesetting
NEXT STEPS
  • Study the properties of homogeneous functions in detail
  • Review the chain rule and its applications in calculus
  • Learn about partial derivatives and their significance in multivariable calculus
  • Explore LaTeX for effective mathematical documentation and typesetting
USEFUL FOR

Students and professionals in mathematics, economics, and engineering who are working with homogeneous functions and require clarity in differentiation techniques.

Sidney
Messages
12
Reaction score
0
I've been reading a book on economics and they defined a homogeneous function as: ƒ(x1,x2,…,xn) such that
ƒ(tx1,tx2,…,txn)=tkƒ(x1,x2,…,xn) ..totally understandable.. they further explained that a direct result from this is that the partial derivative of such a function will be homogeneous to the degree k-1.They proved this by simply differentiating both sides of the equation. My problem arises when they differentiate the left hand side (with respect to the first argument as an arbitrary choice). They say the partial differential(of the LHS wrt x1) is:

(∂ƒ(tx1,tx2,…,txn)/∂x1).t

my question is where does the t come from.. ..please bear with me
 
Physics news on Phys.org
They used the chain rule. When you take a derivative of

f(g(x)) with respect to x, you first take the derivative of f, but then you need to multiply by the derivative of g.

\frac{d}{dx}f(g(x))=f'(g(x))\cdot g'(x)

So

\frac{d}{dx}f(tx)=f'(tx)\cdot \frac{d}{dx}tx = f'(tx)\cdot t

assuming t is independent of x (constant).
 
thank you :) I don't know why it seems so obvious now ..I did think of the t as being a result of the chain rule but for some reason the way they wrote it down made no sense to me and had me stuck...I think it's because they wrote (∂ƒ(tx1,tx2,…,txn)/∂x1) which to me means with respect to x( i.e. ∂x1) and not with respect to the change in the intermediate function(tx) and so it came across as meaning the complete derivative of ƒ1 encompassing all the intermediate processes..

the way you have your functions written down is so neat. If you don't mind me asking what did you use because the way I'm doing it takes forever, is very messy and I can't write in fraction form
 
Last edited:
Sidney said:
thank you :) I don't know why it seems so obvious now ..I did think of the t as being a result of the chain rule but for some reason the way they wrote it down made no sense to me and had me stuck...I think it's because they wrote (∂ƒ(tx1,tx2,…,txn)/∂x1) which to me means with respect to x( i.e. ∂x1) and not with respect to the change in the intermediate function(tx) and so it came across as meaning the complete derivative of ƒ1 encompassing all the intermediate processes..

Things often become clear again when it's explained in simple terms :)

Sidney said:
the way you have your functions written down is so neat. If you don't mind me asking what did you use because the way I'm doing it takes forever, is very messy and I can't write in fraction form

Check out this page:
https://www.physicsforums.com/threads/introducing-latex-math-typesetting.8997/

And what you can also do to help speed up the learning process is to quote a post and observe what the poster had written in their latex.
 

Similar threads

  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 8 ·
Replies
8
Views
2K
Replies
5
Views
4K
  • · Replies 18 ·
Replies
18
Views
3K
Replies
5
Views
2K