Approximating x^2 as a sequence of simple functions

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SUMMARY

This discussion focuses on approximating the function f(x) = x² as a sequence of simple functions fn that converge uniformly on the interval [0, 1]. A simple function is defined as a sum of the form ∑k=1nak1Dk(x), where {D1,...,Dn} are measurable sets and a1,...,an are real numbers. The proposed approach involves partitioning the interval [0, 1] into n intervals of size 1/n and defining an for each interval, which simplifies the construction of the sequence of functions. This method effectively breaks down the range of the function into smaller pieces, facilitating uniform convergence.

PREREQUISITES
  • Understanding of simple functions and their representation as sums of characteristic functions.
  • Familiarity with the concept of uniform convergence in the context of real analysis.
  • Knowledge of measurable sets and their properties.
  • Basic skills in constructing sequences of functions and working with intervals.
NEXT STEPS
  • Study the properties of uniform convergence in more detail, focusing on its implications for function approximation.
  • Explore the construction of simple functions in various contexts, particularly in real analysis.
  • Learn about the Lebesgue integral and its relationship with simple functions and measurable sets.
  • Investigate other methods for approximating continuous functions, such as polynomial approximation techniques.
USEFUL FOR

Students of real analysis, mathematicians interested in function approximation, and educators seeking to explain the concept of simple functions and uniform convergence.

Yagoda
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Homework Statement


I'm looking for a sequence of simple functions fn that converges uniformly to f(x)=x2 on the interval [0,1].


Homework Equations



I know a simple function is one that can be written as \sum^{n}_{k=1}a_{k}1_{D_{k}}(x) where {D1,...,Dn} is collection of measurable sets and a1,...,an are real numbers.

The Attempt at a Solution


I don't really know how to begin here. My general idea would be to break up the range of the function into pieces, take the inverse image of these pieces and make these the D's, the measurable sets whose characteristic functions we are looking at. The a's, the actual values that the simple function takes on, could be the smallest value in a particular piece of the range. The higher terms of the sequence would break the range into smaller and smaller pieces.

But how would I actually write down this sequence of functions?
 
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Yagoda said:

Homework Statement


I'm looking for a sequence of simple functions fn that converges uniformly to f(x)=x2 on the interval [0,1].


Homework Equations



I know a simple function is one that can be written as \sum^{n}_{k=1}a_{k}1_{D_{k}}(x) where {D1,...,Dn} is collection of measurable sets and a1,...,an are real numbers.

The Attempt at a Solution


I don't really know how to begin here. My general idea would be to break up the range of the function into pieces, take the inverse image of these pieces and make these the D's, the measurable sets whose characteristic functions we are looking at. The a's, the actual values that the simple function takes on, could be the smallest value in a particular piece of the range. The higher terms of the sequence would break the range into smaller and smaller pieces.

But how would I actually write down this sequence of functions?

I would pick your measurable sets to be n intervals of size 1/n that cover [0,1]. Then you just have to define a_n for each interval. Don't get intimidated by the terminology. It's really not that hard.
 
You're right that it actually wasn't that difficult. I was still trying to wrap my head around simple functions. Thanks for your help!
 

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