How is the Chain Rule Applied in Geometric Tangent Vectors?

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SUMMARY

The discussion focuses on the application of the Chain Rule in the context of geometric tangent vectors within ℝ^{n}_{a}. It establishes that a geometric tangent vector, represented as an element of ℝ^{n}_{a}, yields a linear map Dv|af, which adheres to the product rule. The Chain Rule is explicitly applied to express Dv|af in terms of partial derivatives, demonstrating that Dv|af can be rewritten as a summation involving the components of the tangent vector and the partial derivatives of the function f at point a.

PREREQUISITES
  • Understanding of geometric tangent vectors in ℝ^{n}
  • Familiarity with the Chain Rule in calculus
  • Knowledge of partial derivatives and their notation
  • Basic concepts of linear maps and product rules
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  • Study the application of the Chain Rule in multivariable calculus
  • Explore the properties of linear maps in vector spaces
  • Learn about the derivation of partial derivatives in ℝ^{n}
  • Investigate the relationship between geometric tangent vectors and differential geometry
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Mathematicians, students of calculus, and anyone interested in the applications of differential geometry and multivariable calculus.

BrainHurts
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So let [itex]ℝ^{n}_{a}[/itex]={(a,v) : a [itex]\in[/itex] [itex]ℝ^{n}[/itex], v [itex]\in[/itex] [itex]ℝ^{n}[/itex]}

so any geometric tangent vector, which is an element of [itex]ℝ^{n}_{a}[/itex] yields a map

Dv|af = Dvf(a) = [itex]\frac{d}{dt}|_{t=0}[/itex]f(a+tv)

this operation is linear over ℝ and satisfies the product rule

Dv|a(fg) = f(a)Dvg + g(a)Dvf

if v|a = [itex]\sum_{i=1}^n[/itex] viei|a, then by the chain rule
Dv|af can be written as:

Dv|af [itex]\sum_{i=1}^n[/itex] vi [itex]\frac{∂f}{∂x_{i}}(a)[/itex]

not seeing how the chain rule applies and how the result as such.
 
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xi(t) = ai + tvi

(d/dt) f(a + tv) = (d/dt) f(xi(t))

= Σ (∂f/∂xi) (dxi/dt)

= Σ vi(∂f/∂xi)
 

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