Undergrad Directional & Partial Derivatives .... working from the definition

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SUMMARY

The discussion centers on understanding Kantorovitz's Proposition from the book "Several Real Variables" regarding directional and partial derivatives. The user, Peter, seeks clarification on the application of the definitions provided in the text, particularly how equation (2.3) is derived from the definition of partial derivatives. The conversation highlights the importance of rigorously applying the definitions of directional derivatives and partial derivatives as outlined in Definition 2.1.1, emphasizing the transition from directional to partial derivatives in the context of limits.

PREREQUISITES
  • Understanding of directional derivatives as defined in "Several Real Variables" by Shmuel Kantorovitz.
  • Familiarity with the concept of limits in calculus.
  • Knowledge of the notation and definitions used in multivariable calculus.
  • Ability to manipulate and differentiate functions involving exponential terms.
NEXT STEPS
  • Study the definitions of directional and partial derivatives in detail, focusing on the implications of limits.
  • Review the proofs and examples provided in "Several Real Variables" to reinforce understanding of Proposition 2.1.1.
  • Practice deriving directional derivatives from partial derivatives using various functions.
  • Explore additional resources on multivariable calculus to deepen comprehension of the concepts discussed.
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Students and professionals in mathematics, particularly those studying multivariable calculus, as well as educators seeking to clarify the concepts of directional and partial derivatives.

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I am reading the book "Several Real Variables" by Shmuel Kantorovitz ... ...

I am currently focused on Chapter 2: Derivation ... ...

I need help with an element of the proof of Kantorovitz's Proposition on pages 61-62 ...

Kantorovitz's Proposition on pages 61-62 reads as follows:

Kantorovitz - 1 - Proposition Page 61 ... PART 1 ... .png

Kantorovitz - 2 - Proposition Page 61 ... PART 2 ... .png
I am trying to understand the above proof in terms of the definitions of directional and partial derivatives (in terms of limits) ... but I am having trouble understanding equation (2.3) above ... specifically I am concerned regarding how (2.3) follows from Kantorovitz's definition of partial derivative ...

I will explain my difficulties in terms of Kantorovitz's definitions as he develops them on page 60 ... as follows:
Kantorovitz - Definition of directional and partial derivatives ... .png
Now ... I am trying to understand how the definition of partial derivative applies to equation (2.3) in the proof of the proposition ... so for equation (2.1) of the definition we put ##u = e^j## (because we are dealing with partial derivatives) ... ... and so (2.1) becomes:##F(t) = f( x + t e^j)##

so then for ##F_j## in the proof (see the expression that is above the expression (2.3)) ... we have

##F_j (t) = f ( x + h^{j-1} + te^j )##and we appear to be dealing (for some reason?) with ##( x + h^{j-1} )## instead of ##x## ...

... which is OK ... just put ##x = x + h^{j-1}## ...... BUT ...In Definition 2.1.1 Kantorovitz defines the partial derivative this way:##\frac { \partial f }{ \partial x_j } := F'(0) = \lim_{ t \rightarrow 0 } \frac{ F(t) - F(0) }{t}####= \lim_{ t \rightarrow 0 } \frac{ f ( x + h^{j-1} + te^j ) - f(x) }{t} ##... ... is the above correct?Now ... my question is as follows: (pertaining largely to equation (2.3) )

What is the definition of ## F_j'(t)## ... and working strictly and rigorously from the definition how do we obtain

##F'_j (t) = \frac { \partial f }{ \partial x_j } f ( x + h^{j-1} + te^j )##

Hope someone can help ...

Peter***NOTE***

I have to say I find it somewhat confusing in trying to work from the definition of partial derivative, that Kantorovitz gives the definition for partial and directional derivative in terms of expressions where ##t## tends to zero ... and then equation (2.3) above is a partial derivative with ##t## as a variable ... as in ##F'_J(t)## ... surely ##t \rightarrow 0## as per the definition ...
 

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\begin{align*}
F'_j(t)
&=\frac d{dt}f(x+h^{j-1}+te^j)\\
&=\lim_{s\to 0}\left(
\frac{f(x+h^{j-1}+(t+s)e^j)-f(x+h^{j-1}+te^j)}{s}\right)\\
&=\lim_{s\to 0}\left(
\frac{f(x+h^{j-1}+te^j+se^j)-f(x+h^{j-1}+te^j)}{s}\right)\\
&=\lim_{s\to 0}\left(
\frac{f(x+h^{j-1}+te^j+se^j)-f(x+h^{j-1}+te^j)}{s}\right)\\
&=\lim_{s\to 0}\left(
\frac{f(y+se^j)-f(y)}{s}\right)
\quad\quad\textrm{[where $y=x+h^{j-1}+te^j$]}\\
&=\frac{\partial f}{\partial u}(y)
\quad\quad\textrm{[where $u=e^j$, and refer Definition 2.1.1]}\\
&=\frac{\partial f}{\partial x_j}(y)
\quad\quad\textrm{[just changing notation from Directional Derivative to Partial Derivative, per Definition 2.1.1]}\\
&=\frac{\partial f}{\partial x_j}(x+h^{j-1}+te^j)
\quad\quad\textrm{[substituting back for $y$]}
\end{align*}
 
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andrewkirk said:
\begin{align*}
F'_j(t)
&=\frac d{dt}f(x+h^{j-1}+te^j)\\
&=\lim_{s\to 0}\left(
\frac{f(x+h^{j-1}+(t+s)e^j)-f(x+h^{j-1}+te^j)}{s}\right)\\
&=\lim_{s\to 0}\left(
\frac{f(x+h^{j-1}+te^j+se^j)-f(x+h^{j-1}+te^j)}{s}\right)\\
&=\lim_{s\to 0}\left(
\frac{f(x+h^{j-1}+te^j+se^j)-f(x+h^{j-1}+te^j)}{s}\right)\\
&=\lim_{s\to 0}\left(
\frac{f(y+se^j)-f(y)}{s}\right)
\quad\quad\textrm{[where $y=x+h^{j-1}+te^j$]}\\
&=\frac{\partial f}{\partial u}(y)
\quad\quad\textrm{[where $u=e^j$, and refer Definition 2.1.1]}\\
&=\frac{\partial f}{\partial x_j}(y)
\quad\quad\textrm{[just changing notation from Directional Derivative to Partial Derivative, per Definition 2.1.1]}\\
&=\frac{\partial f}{\partial x_j}(x+h^{j-1}+te^j)
\quad\quad\textrm{[substituting back for $y$]}
\end{align*}
Thanks Andrew ..

Just working through your post and reflecting on what you have written ...

Most grateful for the help ...

Peter
 

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