Lebesgue Integrable Functions on Measurable Sets

In summary, a Lebesgue Integrable function is a real-valued function defined on a measurable set that satisfies the condition of having finite integration of its absolute value. It differs from the Riemann Integral by using measure theory and allows for more complex sets and functions to be integrated. Measurable sets are crucial in Lebesgue Integration as they allow for a more flexible approach to integration. Not all functions are Lebesgue Integrable, as they must be bounded and have finite values to satisfy the integrability condition. Lebesgue Integrable functions have numerous applications in science, including probability, measure, and integration, and are commonly used in fields such as physics, engineering, and economics.
  • #1
Chris L T521
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Hello everyone! Welcome to the inaugural POTW for Graduate Students. My purpose for setting this up is to get some of our more advanced members to participate in our POTWs (I didn't want them to feel like they were left out or anything like that (Smile)).

As with the POTWs for the Secondary/High School and University students, Jameson and I will post a problem each Monday around 12:00 AM Eastern Standard Time (EST), and you'll have till Saturday at 11:59 PM EST to submit your solutions. With that said, let's get this started! (Smile)

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Problem: Let $g$ be a Lebesgue integrable function on a measurable set $E\subset\mathbb{R}$ and suppose that $\{f_n\}$ is a sequence of measurable functions such that $|f_n(x)|\leq g(x)$ $m$-a.e. on $E$. Show that

\[\int_E \liminf_{n\to\infty}f_n\,dm \leq \liminf_{n\to\infty}\int_E f_n\,dm \leq \limsup_{n\to\infty}\int_E f_n\,dm \leq \int_E \limsup_{n\to\infty}f_n\,dm.\]

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  • #2
No one tried this problem. :-/Here's my solution.
Proof: Let $g$ be an integrable function, and let $\{f_n\}$ be a sequence of measurable functions with $|f_n|\leq g$ $m$-a.e. on $E$. Then $\{f_n+g\}$ is a sequence of nonnegative functions on $E$. Thus, by Fatou's Lemma, we have\[\int_E \liminf_{n\to\infty} f_n\,dm + \int_E g\,dm \leq \int_E\liminf_{n\to\infty}(f_n+g)\,dm \leq \liminf_{n\to\infty}\int_E (f_n+g)\,dm \leq \liminf_{n\to\infty} \int_E f_n\,dm + \int_E g\,dm.\]Thus, $\displaystyle\int_E\liminf_{n\to\infty} f_n\,dm \leq \liminf_{n\to\infty}\int_E f_n\,dm$.Similarly, $\{g-f_n\}$ is a sequence of nonnegative measurable functions on $E$. Therefore, \[\int_E g\,dm + \int_E\liminf_{n\to\infty}(-f_n)\,dm \leq \int_E\liminf_{n\to\infty}(g-f_n)\,dm \leq \liminf_{n\to\infty}\int_E(g-f_n)\,dm \leq \int_E g\,dm + \liminf_{n\to\infty}\int_E(-f_n)\,dm.\]Recalling that $\displaystyle \liminf_{n\to\infty}(-f_n) = -\limsup_{n\to\infty} f_n$, we see that $\displaystyle\limsup_{n\to\infty}\int_E f_n\,dm\leq \int_E \limsup_{n\to\infty} f_n\,dm$. We also have (by "definition" of liminf & limsup) that $\displaystyle \liminf_{n\to\infty}\int_E f_n\,dm \leq \limsup_{n\to\infty}\int_E f_n\,dm$. Therefore, we see that\[\int_E \liminf_{n\to\infty}f_n\,dm\leq \liminf_{n\to\infty} \int_E f_n\,dm \leq \limsup_{n\to\infty}\int_E f_n\,dm \leq \int_E \limsup_{n\to\infty} f_n\,dm\]and this completes the proof. Q.E.D.
 

Related to Lebesgue Integrable Functions on Measurable Sets

1. What is the definition of a Lebesgue Integrable function?

A Lebesgue Integrable function is a real-valued function that is defined on a measurable set and satisfies the condition that its absolute value is integrable, meaning that the integral of its absolute value over the set is finite.

2. How is the Lebesgue Integral different from the Riemann Integral?

The Lebesgue Integral is a more general type of integral that extends the Riemann Integral. While the Riemann Integral focuses on approximating the area under a curve using rectangles, the Lebesgue Integral defines integrals in terms of measure theory and allows for more complicated sets and functions to be integrated.

3. What is the significance of using measurable sets in Lebesgue Integration?

The concept of measurable sets is crucial in Lebesgue Integration as it allows for a more flexible and general approach to integration. Measurable sets are defined in terms of measure theory, which allows for the integration of more complicated functions such as discontinuous and unbounded functions.

4. Can any function be Lebesgue Integrable?

No, not all functions are Lebesgue Integrable. For a function to be Lebesgue Integrable, it must satisfy the integrability condition where its absolute value is integrable. This means that the function must be bounded and have finite values over the set being integrated.

5. What are some applications of Lebesgue Integrable functions in science?

Lebesgue Integrable functions have numerous applications in various fields of science, including physics, engineering, and economics. They are used to solve problems involving probability, measure, and integration, and have been extensively applied in signal processing, image processing, and data analysis.

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