Learn Geometric Lebesgue Integration | Suggestions Welcome

In summary, the Lebesgue integral is a mathematical concept that evaluates functions by dividing the interval into ranges and taking the limit as these ranges decrease. It allows for the integration of a wider range of functions compared to the Riemann integral. There are various resources available for understanding Lebesgue integrals, including analysis texts such as Rudin's "Principles of Mathematical Analysis".
  • #1
rick1138
196
0
I am looking for some good materials on Lebesgue integrals, especially anything with a geometric / visual flavor. Any suggestions would be greatly appreciated.
 
Physics news on Phys.org
  • #2
rick1138 said:
I am looking for some good materials on Lebesgue integrals, especially anything with a geometric / visual flavor. Any suggestions would be greatly appreciated.
It's not clear to me (or, I suspect, others) what you're aiming at here.

As I recall, roughly speaking, the Lebesgue integral is evaluated by dividing the interval over which it's being integrated into ranges of equal value instead of just putting the interval through a "bread slicer" as is done in the Riemann integral. The sum is then taken over these (typically disconnected) sets on which the function takes particular values, and the limit is taken as the range of values in each section is reduced to zero. (This was a very rough description...)

The reason it's interesting is that many more functions can be Lebesgue-integrated than Riemann-integrated. But -- and it's a big But -- when the Riemann integral exists for a function, the Lebesgue integral is equal to it, and if a function is so badly behaved that you can't Riemann-integrate it, then it's a pretty strange function, or the set over which it's being integrated is perverse.

So, the "meaning" of the Lebesgue integral is identical to the "meaning" of the Riemann integral; only the procedure is different.

With that in mind, what sort of thing are you looking for? Are you looking for illustrations of how a set would be divided up when taking the "Lebesgue measure" of it? Or are you looking for examples of Lebesgue-measurable sets which are not Riemann-measurable, or Lebesgue-integrable functions which are not Riemann-integrable? Or are you looking for general material on Lebesgue theory? The latter can be found in just about any analysis text (e.g., Rudin, "Principles of Mathematical Analysis", or Rudin, "Real and complex analysis", or browse any college or online bookstore looking for analysis texts).
 
  • #3


Thank you for sharing your interest in learning about geometric Lebesgue integration. It is a fascinating topic that combines both geometry and measure theory. I would be happy to provide some suggestions for resources that may be helpful in your learning journey.

1. "Geometric Measure Theory" by Herbert Federer - This is a classic text that covers various topics related to geometric measure theory, including Lebesgue integration. It is a comprehensive and well-written book that provides a solid foundation in the subject.

2. "Measure, Integral and Probability" by Marek Capinski and Ekkehard Kopp - This book offers an intuitive and visual approach to measure theory and Lebesgue integration. It includes many examples and exercises that help in understanding the concepts.

3. "Real Analysis and Foundations" by Steven G. Krantz - This book covers a wide range of topics in real analysis, including Lebesgue integration. It presents the material in a clear and intuitive manner, with many geometric illustrations to aid in understanding.

4. "An Introduction to Measure Theory" by Terence Tao - This is a concise and well-written introduction to measure theory and Lebesgue integration. It includes many visual aids and examples to help develop an intuition for the subject.

In addition to these resources, there are also many online lectures and videos available on platforms like YouTube, Khan Academy, and Coursera that cover geometric Lebesgue integration. I recommend exploring these as well to supplement your learning.

I hope these suggestions are helpful and wish you all the best in your studies. Happy learning!
 

1. What is Geometric Lebesgue Integration?

Geometric Lebesgue Integration is a mathematical concept that extends the traditional Lebesgue integration to geometric spaces. It involves integrating over sets of points, rather than just over intervals on a real line.

2. Why is Geometric Lebesgue Integration useful?

Geometric Lebesgue Integration allows for the integration of more complex functions and sets, such as fractals, which cannot be integrated using traditional methods. It also has applications in areas such as physics, computer science, and engineering.

3. How is Geometric Lebesgue Integration different from traditional Lebesgue integration?

Traditional Lebesgue integration involves integrating over intervals on a real line, while Geometric Lebesgue Integration involves integrating over sets of points in higher dimensional spaces. It also uses a different measure, known as the Hausdorff measure, which takes into account the "size" of a set in terms of its dimension.

4. What are some challenges with using Geometric Lebesgue Integration?

One challenge with Geometric Lebesgue Integration is that it requires a solid understanding of measure theory and geometry. It can also be more computationally intensive compared to traditional methods, especially for higher dimensional spaces.

5. Are there any real-world applications of Geometric Lebesgue Integration?

Yes, Geometric Lebesgue Integration has applications in various fields such as image and signal processing, data compression, and computer graphics. It is also used in the study of fractals and self-similarity in nature.

Similar threads

  • Topology and Analysis
Replies
5
Views
2K
Replies
21
Views
792
Replies
30
Views
10K
Replies
8
Views
142
  • Calculus
Replies
1
Views
994
  • Topology and Analysis
Replies
15
Views
2K
Replies
2
Views
920
Replies
3
Views
1K
Replies
4
Views
9K
Replies
3
Views
1K
Back
Top