Directional Derivatives .... Apostol, Section 12.2, Example 4 ....

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SUMMARY

The discussion focuses on Example 4 from Section 12.2 of Tom M. Apostol's "Mathematical Analysis" (Second Edition), which addresses the concept of directional derivatives in multivariable calculus. The key equation derived is $$F'(t) = f'(c + tu; u)$$, demonstrating that the derivative of a function along a direction can be expressed in terms of the directional derivative. Participants clarified the formal definition of the derivative and confirmed the validity of the equation through rigorous mathematical reasoning.

PREREQUISITES
  • Understanding of multivariable calculus concepts, specifically directional derivatives.
  • Familiarity with the definition of derivatives in single-variable and multivariable contexts.
  • Basic knowledge of limits and their application in calculus.
  • Ability to interpret mathematical notation and expressions as presented in Apostol's text.
NEXT STEPS
  • Study the definition and properties of directional derivatives in detail.
  • Explore additional examples of directional derivatives in Apostol's "Mathematical Analysis".
  • Learn about the implications of directional derivatives in optimization problems.
  • Review the relationship between directional derivatives and gradients in multivariable calculus.
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Students and educators in mathematics, particularly those studying multivariable calculus, as well as anyone seeking to deepen their understanding of directional derivatives and their applications in analysis.

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I am reading Tom M Apostol's book "Mathematical Analysis" (Second Edition) ...I am focused on Chapter 12: Multivariable Differential Calculus ... and in particular on Section 12.2: The Directional Derivative ... ...I need help with part of Example 4, Section 12.2 ...Section 12.2, including the Examples, reads as follows:
View attachment 8498
View attachment 8499
In Example 4 above, we read the following:

"More generally, $$F'(t) = f'(c + tu; u)$$ if either derivative exists."Can someone help me to show, formally and rigorously, that $$F'(t) = f'(c + tu; u)$$ ... ...Hope someone can help ...

Peter

============================================================================

It may help MHB readers of the above post to have access to Apostol's definition of the derivative of a function of one real variable ... so I am providing the same as follows:
View attachment 8500

Hope that helps ...

Peter
 

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Peter said:
I am reading Tom M Apostol's book "Mathematical Analysis" (Second Edition) ...I am focused on Chapter 12: Multivariable Differential Calculus ... and in particular on Section 12.2: The Directional Derivative ... ...I need help with part of Example 4, Section 12.2 ...Section 12.2, including the Examples, reads as follows:In Example 4 above, we read the following:

"More generally, $$F'(t) = f'(c + tu; u)$$ if either derivative exists."Can someone help me to show, formally and rigorously, that $$F'(t) = f'(c + tu; u)$$ ... ...Hope someone can help ...

Peter

By definition of the derivative,

\[\begin{aligned}\mathbf{F}^{\prime}(t) &= \lim_{h\to 0}\frac{\mathbf{F}(t+h)-\mathbf{F}(t)}{h}\\ &= \lim_{h\to 0}\frac{\mathbf{f}(\mathbf{c}+(t+h)\mathbf{u})-\mathbf{f}(\mathbf{c}+t\mathbf{u})}{h}\\ &= \lim_{h\to 0}\frac{\mathbf{f}(\mathbf{c}+t\mathbf{u}+h\mathbf{u})-\mathbf{f}(\mathbf{c}+t\mathbf{u})}{h}\\ &= \mathbf{f}^{\prime}(\mathbf{c}+t\mathbf{u};\mathbf{u})\quad\text{by definition of directional derivative}\end{aligned}\]

Setting $t=0$ yields $\mathbf{F}^{\prime}(0)=\mathbf{f}^{\prime}(\mathbf{c};\mathbf{u})$.

I hope this clarifies things!

EDIT: I used a different definition of the derivative...but it shouldn't be too hard to see why this is still true.
 
Chris L T521 said:
By definition of the derivative,

\[\begin{aligned}\mathbf{F}^{\prime}(t) &= \lim_{h\to 0}\frac{\mathbf{F}(t+h)-\mathbf{F}(t)}{h}\\ &= \lim_{h\to 0}\frac{\mathbf{f}(\mathbf{c}+(t+h)\mathbf{u})-\mathbf{f}(\mathbf{c}+t\mathbf{u})}{h}\\ &= \lim_{h\to 0}\frac{\mathbf{f}(\mathbf{c}+t\mathbf{u}+h\mathbf{u})-\mathbf{f}(\mathbf{c}+t\mathbf{u})}{h}\\ &= \mathbf{f}^{\prime}(\mathbf{c}+t\mathbf{u};\mathbf{u})\quad\text{by definition of directional derivative}\end{aligned}\]

Setting $t=0$ yields $\mathbf{F}^{\prime}(0)=\mathbf{f}^{\prime}(\mathbf{c};\mathbf{u})$.

I hope this clarifies things!

EDIT: I used a different definition of the derivative...but it shouldn't be too hard to see why this is still true.
Hi Chris ...

Thanks for the help ...

Very clear indeed ... and most helpful ...

Peter
 

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