Math Problem Statement

Prove the following Theorem: Let fn,f : Ω → R. If there exists a sequence (xn), with xn ∈ Ω, such that |fn(xn) − f(xn)| ̸→ 0 then fn does not converge uniformly to f in Ω.

Solution

Theorem Statement:

Let fn,f:ΩRf_n, f: \Omega \to \mathbb{R} be functions, and assume that there exists a sequence (xn)(x_n) with xnΩx_n \in \Omega such that fn(xn)f(xn)↛0|f_n(x_n) - f(x_n)| \not\to 0. Then fnf_n does not converge uniformly to ff on Ω\Omega.

Proof:

Definitions:

  1. Pointwise convergence: The sequence of functions fnf_n converges pointwise to ff on Ω\Omega if for each xΩx \in \Omega, we have fn(x)f(x)f_n(x) \to f(x) as nn \to \infty.

  2. Uniform convergence: The sequence of functions fnf_n converges uniformly to ff on Ω\Omega if: limnsupxΩfn(x)f(x)=0.\lim_{n \to \infty} \sup_{x \in \Omega} |f_n(x) - f(x)| = 0. This means that the convergence of fn(x)f_n(x) to f(x)f(x) is uniform for all xΩx \in \Omega, i.e., for every ϵ>0\epsilon > 0, there exists an NNN \in \mathbb{N} such that for all nNn \geq N and for all xΩx \in \Omega, fn(x)f(x)<ϵ|f_n(x) - f(x)| < \epsilon.

Contrapositive Statement:

We aim to prove the contrapositive of the given theorem, which is easier to handle. The contrapositive is: If fnf_n converges uniformly to ff on Ω\Omega, then for every sequence (xn)(x_n) in Ω\Omega, we have fn(xn)f(xn)0|f_n(x_n) - f(x_n)| \to 0.

Proof of the Contrapositive:

Assume that fnf_n converges uniformly to ff on Ω\Omega. This means: ϵ>0,NN,nN,xΩ,fn(x)f(x)<ϵ.\forall \epsilon > 0, \exists N \in \mathbb{N}, \forall n \geq N, \forall x \in \Omega, \quad |f_n(x) - f(x)| < \epsilon. Now, let (xn)(x_n) be any sequence in Ω\Omega. Since uniform convergence implies that fn(x)f(x)|f_n(x) - f(x)| is small for all xΩx \in \Omega simultaneously when nn is large enough, we have that for all nNn \geq N, and specifically for x=xnx = x_n: fn(xn)f(xn)<ϵ.|f_n(x_n) - f(x_n)| < \epsilon. This shows that fn(xn)f(xn)0|f_n(x_n) - f(x_n)| \to 0 as nn \to \infty, because for any ϵ>0\epsilon > 0, there exists NN such that fn(xn)f(xn)<ϵ|f_n(x_n) - f(x_n)| < \epsilon for all nNn \geq N.

Conclusion:

Thus, if fnf_n converges uniformly to ff on Ω\Omega, then for every sequence (xn)(x_n) in Ω\Omega, we have fn(xn)f(xn)0|f_n(x_n) - f(x_n)| \to 0. The contrapositive of this statement is exactly the given theorem, which proves that if there exists a sequence (xn)(x_n) such that fn(xn)f(xn)↛0|f_n(x_n) - f(x_n)| \not\to 0, then fnf_n does not converge uniformly to ff on Ω\Omega.

This completes the proof.


Would you like more details or any clarifications? Here are some related questions to explore:

  1. What is the difference between pointwise and uniform convergence?
  2. How do you prove uniform convergence of a sequence of functions?
  3. Can you give an example where fnf_n converges pointwise but not uniformly?
  4. What are the consequences of uniform convergence for the continuity of the limit function?
  5. How does Dini's theorem relate to uniform convergence?

Tip: Uniform convergence ensures that many properties, such as continuity, integration, and differentiation, pass to the limit function.

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Math Problem Analysis

Mathematical Concepts

Analysis
Sequences of Functions
Uniform Convergence
Pointwise Convergence

Formulas

Uniform convergence: lim (n → ∞) sup (x ∈ Ω) |fn(x) - f(x)| = 0

Theorems

Uniform Convergence Theorem
Contrapositive Proof Method

Suitable Grade Level

Undergraduate - Advanced Calculus or Real Analysis