Why Is the Inverse Function Theorem by Spivak Difficult to Follow?

In summary, Spivak's proof of the IFT involves using the chain rule to prove that the inverse of a differentiable function can also be differentiated, which is useful for solving equations. The thread provides additional clarification but the basic proof is straightforward.
  • #1
tjkubo
42
0
I'm having trouble following the proof of the IFT by Spivak. The statement of the theorem was posted in a similar thread:
https://www.physicsforums.com/showthread.php?t=319924

He says, "If the theorem is true for [tex]\lambda^{-1} \circ f[/tex], it is clearly true for [tex]f[/tex]. Therefore we may assume at the outset that [tex]\lambda[/tex] is the identity."

These statements are not clear to me, so if anyone can provide a little more explanation, that would be helpful.
 
Physics news on Phys.org
  • #2
I'm not sure I follow the chain of reasoning from the thread. But the basic proof is straightforward.

Apply the chain rule to the derivative (w.r.t. y) of [tex][f\circ f^{-1}](\mathbf{y})=\mathbf{y}[/tex]
you get:
[tex] [Df]\circ f(\mathbf{y})\cdot Df^{-1}(\mathbf{y}) = \mathbf{1}[/tex]
thence
[tex]Df^{-1}(\mathbf{y}) = [Df(f^{-1}(\mathbf{y}))]^{-1}[/tex]

This works for single valued functions and for functions of many variables (treated as a vector valued function of a vector.)
 

FAQ: Why Is the Inverse Function Theorem by Spivak Difficult to Follow?

Question 1: What is the inverse function theorem?

The inverse function theorem is a mathematical theorem that states that if a function is continuously differentiable and has a non-zero derivative at a point, then it is locally invertible around that point.

Question 2: What is the purpose of proving the inverse function theorem?

The purpose of proving the inverse function theorem is to provide a mathematical tool for finding the inverse of a function and determining if it is locally invertible. This is useful in many areas of mathematics and physics, such as optimization and differential equations.

Question 3: How is the inverse function theorem proven?

The inverse function theorem is typically proven using the implicit function theorem and the concept of the Jacobian matrix. The proof involves showing that the Jacobian matrix is invertible at the given point, which guarantees the existence of a local inverse function.

Question 4: What are the assumptions for the inverse function theorem to hold?

The inverse function theorem requires that the function is continuously differentiable and has a non-zero derivative at the point in question. Additionally, the function must be defined on an open set in order for the local invertibility to hold.

Question 5: How is the inverse function theorem used in real-world applications?

The inverse function theorem has many practical applications in fields such as physics, engineering, and economics. It is used to solve optimization problems, invert equations in mathematical models, and analyze the behavior of systems described by differential equations.

Similar threads

Replies
6
Views
1K
Replies
3
Views
1K
Replies
3
Views
3K
Replies
3
Views
5K
Replies
1
Views
1K
Replies
15
Views
3K
Replies
2
Views
2K
Back
Top