Are Directional Derivatives Worth Pursuing in Spivak's Calculus on Manifolds?

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SUMMARY

The discussion centers on the relevance of directional derivatives in Spivak's "Calculus on Manifolds." While Spivak emphasizes total derivatives, directional derivatives are left as exercises, leading to questions about their importance. It is concluded that studying directional derivatives from additional resources, such as the recommended book, can enhance understanding and application. The significance of partial derivatives, which are specific cases of directional derivatives, is highlighted as they are crucial for proving the existence of total derivatives and calculating their matrix.

PREREQUISITES
  • Understanding of total derivatives as presented in Spivak's "Calculus on Manifolds."
  • Familiarity with the concept of partial derivatives and their applications.
  • Basic knowledge of vector calculus and gradients.
  • Access to supplementary resources for deeper exploration of directional derivatives.
NEXT STEPS
  • Study directional derivatives in depth using supplementary texts, such as "Advanced Calculus" by Patrick M. Fitzpatrick.
  • Learn about the gradient and its significance in optimization problems.
  • Explore the relationship between directional derivatives and the total derivative, particularly in the context of theorem 2-8 in Spivak.
  • Investigate practical applications of directional derivatives in fields such as physics and engineering.
USEFUL FOR

Students of advanced calculus, mathematicians, and anyone seeking to deepen their understanding of derivatives in multivariable calculus, particularly in the context of Spivak's work.

unintuit
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I have one question about Spivak's Calculus on Manifolds book. I have not learned directional derivatives and understand that these are left as exercises in his book, which would make one think these are not that important whereas he focuses on total derivatives or what you may name them. Therefore I am asking if it is worthwhile to pursue the topic of directional derivatives from another source or just learn solely from Spivak's book?
 
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unintuit said:
I have one question about Spivak's Calculus on Manifolds book. I have not learned directional derivatives and understand that these are left as exercises in his book, which would make one think these are not that important whereas he focuses on total derivatives or what you may name them. Therefore I am asking if it is worthwhile to pursue the topic of directional derivatives from another source or just learn solely from Spivak's book?
If you would like further exercises on directional derivatives, including when they exist and why they are useful in applications, I highly recommend accompanying Spivak with https://www.amazon.com/dp/0130414085/?tag=pfamazon01-20. It will, at the very least, concretize many of the highly theoretical exercises in Spivak.
 
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the most important directions are the unit directions along the axes, and in this case the directional derivatives are called "partial derivatives". these are treated carefully in spivak and play a major role, since they can be calculated and give one a way both to prove the existence of the total derivative and to calculate its matrix, see theorem 2-8 of spivak. derivatives in other directions are a generalization of these partial derivatives, but they do have some independent importance, e.g. it is of interest to know in which direction a numerical valued function is increasing fastest, the "gradient" direction.
 

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