Orthogonality and orthogonal set.

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Discussion Overview

The discussion revolves around the concept of orthogonality and orthogonal sets of functions, particularly focusing on the role of specified intervals in defining these properties. Participants explore the relationship between orthogonality, inner products, and the implications of different intervals on the orthogonality of functions.

Discussion Character

  • Technical explanation
  • Conceptual clarification
  • Debate/contested

Main Points Raised

  • One participant asserts that orthogonality and orthogonal sets must be defined with respect to a specified interval [a,b], providing an example with trigonometric functions.
  • Another participant emphasizes that orthogonality is fundamentally tied to the inner product used, questioning which inner product is being applied.
  • It is noted that the inner products must be computed pairwise to verify orthogonality, and that the results may vary based on the interval and the inner product definition.
  • A participant points out that different inner products can yield different sets of orthogonal functions, highlighting the importance of the inner product in the definition of orthogonality.
  • One participant acknowledges the role of intervals but maintains that their inquiry is specifically about the interval aspect, suggesting that orthogonality can change with different intervals.

Areas of Agreement / Disagreement

Participants generally agree that orthogonality is related to both the inner product and the specified interval. However, there is no consensus on the extent to which the interval alone can determine orthogonality, as some argue it is a more complex relationship involving the inner product.

Contextual Notes

Participants mention that different intervals can affect orthogonality, but they do not resolve how this interacts with the inner product or the implications of weighting functions.

yungman
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I am brushing up this topic. I want to verify both orthogonality between two functions and an orthogonal set ALWAYS have to be with respect to the specified interval...[a,b].

That is, a set of {1, ##\cos n\theta##, ##\sin m\theta##} is an orthogonal set IF AND ONLY IF ##\theta## on [##-\pi,\;\pi##]. Where n and m are 0, 1, 2, 3, 4...

{##\cos n\theta##, ##\sin m\theta##} is not an Orthogonal set on [##0,\;\pi##]}

Also, the interval [a,b] does not have to be symmetrical to define orthogonality or an orthogonal set...That is... a doesn't has to equal to b.

Thanks
 
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Orthogonality also has to be with respect to an inner product. What are you using for your inner product? Is it
[tex]\langle f|g\rangle = \int_{a}^{b}f(x)g^{*}(x) \, dx?[/tex]
Then all you have to do is compute the pairwise inner products and check that they vanish. As for the if-and-only-if part, I think you'll find that the inner products vanish on the interval you've mentioned if and only if they vanish on integer multiples of a period. Incidentally, for the integrals you have to compute, I'd recommend having two cases: [itex]n=m[/itex] and [itex]n\not=m.[/itex]
 
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Ackbeet said:
Orthogonality also has to be with respect to an inner product. What are you using for your inner product? Is it
[tex]\langle f|g\rangle = \int_{a}^{b}f(x)g^{*}(x) \, dx?[/tex]
Then all you have to do is compute the pairwise inner products and check that they vanish. As for the if-and-only-if part, I think you'll find that the inner products vanish on the interval you've mentioned if and only if they vanish on integer multiples of a period. Incidentally, for the integrals you have to compute, I'd recommend having two cases: [itex]n=m[/itex] and [itex]n\not=m.[/itex]

Yes, I agree. I just never mention about inner product or whether n equal to m. I did specified n and m are integers. I just want to confirm orthogonality and orthogonal set have to be defined on the interval and orthogonality on one interval doesn't mean orthogonality in another interval.

Thanks
 
Orthogonality is actually much more tied into the inner product than an interval. But that is not an exclusion of the interval - it's just much more than merely the interval. For example, you might have a weighting function, so that you're interested in orthogonality with respect to the inner product
[tex]\langle f|g \rangle= \int_{a}^{b}f(x) g^{*}(x) e^{-x^{2}} \, dx.[/tex]
As you can see, it's the same interval, but I can tell you right now that the orthogonal functions for the inner product I gave you in post # 2 are not going to be the same orthogonal functions as the ones corresponding to this weighted inner product.

You are correct, also, that different intervals can ruin orthogonality. But that's really because different intervals pretty much always means a different inner product. Certainly the inner product
[tex]\langle f|g \rangle=\int_{a}^{b}f(x) g^{*}(x) \, dx[/tex]
will product different orthogonal functions, in general, than will
[tex]\langle f|g \rangle=\int_{0}^{b}f(x) g^{*}(x) \, dx.[/tex]
 
Thanks for the explanation. I understand what you are saying, and I assumed all these already. My question is very specific that being everything else is equal, I am only looking at the interval aspect only. Everything else has to be exactly as you described.

Anyway, thanks for your time and I got my answer that...two identical functions can be orthogonal in the inner product(no weight) at specific interval, but they can be NOT orthogonal in the inner product (no weight) with a different specified interval.

Thanks
 
You're welcome!
 

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