How is the Chain Rule Applied in Geometric Tangent Vectors?

In summary, the conversation discusses how any geometric tangent vector in ℝ^{n}_{a} can be used to yield a map that is linear over ℝ and satisfies the product rule. It also explains the application of the chain rule in this context.
  • #1
BrainHurts
102
0
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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  • #2
xi(t) = ai + tvi

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

= Σ (∂f/∂xi) (dxi/dt)

= Σ vi(∂f/∂xi)
 

Related to How is the Chain Rule Applied in Geometric Tangent Vectors?

What is a geometric tangent vector?

A geometric tangent vector is a vector that represents the direction and magnitude of a curve at a specific point. It is typically used in differential geometry to study the behavior of curves and surfaces.

How is a geometric tangent vector different from a regular vector?

A geometric tangent vector is different from a regular vector in that it is specifically associated with a curve or surface, and its direction is determined by the tangent to the curve or surface at a particular point. Regular vectors can represent any direction in space.

What is the importance of geometric tangent vectors in mathematics?

Geometric tangent vectors are important in mathematics because they allow us to analyze and understand the behavior of curves and surfaces. They also play a crucial role in calculus and differential geometry, as they help us calculate rates of change and curvature of curves and surfaces.

How are geometric tangent vectors calculated?

Geometric tangent vectors can be calculated using the derivative of a curve or surface. The derivative at a specific point gives the slope of the curve or surface at that point, which is the direction of the tangent vector. The magnitude of the tangent vector is determined by the speed of the curve or surface at that point.

What is the relationship between geometric tangent vectors and normal vectors?

Tangent vectors and normal vectors are perpendicular to each other and are often used together to describe the behavior of a curve or surface. The normal vector is perpendicular to the tangent vector and represents the direction of the surface's curvature at a specific point.

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