Real Valued Functions on R^3 - Chain Rule ....?

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SUMMARY

The discussion focuses on Exercise 4(a) from Section 1.1 of Barrett O'Neil's "Elementary Differential Geometry," specifically regarding the application of the chain rule for functions defined on R^3. The function is defined as $g: \Bbb R^3 \to \Bbb R^3$, with $g(x,y,z) = (g_1(x,y,z),g_2(x,y,z),g_3(x,y,z))$. The chain rule is applied as $Df(\mathbf{p}) = Dh(g(\mathbf{p}))Dg(\mathbf{p})$, where the left-hand side represents a 1x3 matrix and the right-hand side is the product of a 1x3 matrix and a 3x3 matrix, with each entry of the left-hand side corresponding to the partial derivatives $\dfrac{\partial f}{\partial x_i}$.

PREREQUISITES
  • Understanding of the chain rule for multiple variables
  • Familiarity with matrix multiplication and differentiation
  • Knowledge of vector-valued functions
  • Basic concepts of differential geometry
NEXT STEPS
  • Study the chain rule for functions of several variables in detail
  • Explore matrix calculus, focusing on derivatives of vector-valued functions
  • Review the properties of Euclidean space in differential geometry
  • Practice problems involving the application of the chain rule in R^3
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Students of differential geometry, mathematicians focusing on multivariable calculus, and anyone seeking to understand the application of the chain rule in vector-valued functions.

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I am reading Barrett O'Neil's book: Elementary Differential Geometry ...

I need help to get started on Exercise 4(a) of Section 1.1 Euclidean Space ...

Exercise 4 of Section 1.1 reads as follows:View attachment 5186Can anyone help me to get started on Exercise 4(a) ...

I would guess that we need the chain rule for multiple variables but how do we formulate the dependencies of the functions involved and what is the correct form of the chain rule to use ...

Help will be appreciated ...

Peter
 
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I would use the following function:

$g: \Bbb R^3 \to \Bbb R^3$

given by $g(x,y,z) = (g_1(x,y,z),g_2(x,y,z),g_3(x,y,z))$

Then $f= h \circ g$ and the chain rule gives:

$Df(\mathbf{p}) = Dh(g(\mathbf{p}))Dg(\mathbf{p})$

The LHS will be a 1X3 matrix, and the RHS will be the matrix product of a 1X3 matrix and a 3X3 matrix.

Each ENTRY of the LHS (which will be your partials $\dfrac{\partial f}{\partial x_i}$) will be a dot product.
 

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