Applied Spectral Theory: Deriving Math Techniques in EE/Physics

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Discussion Overview

The discussion revolves around the application of spectral theorems in deriving various mathematical techniques relevant to electrical engineering and physics, including Fourier series, Fourier transforms, Laplace transforms, Green's functions, Sturm-Liouville problem solutions, and Dirac notation in quantum mechanics. Participants are seeking resources and deeper insights into these connections.

Discussion Character

  • Exploratory
  • Technical explanation
  • Homework-related

Main Points Raised

  • One participant expresses a desire to understand how spectral theorems can be applied to derive techniques such as Fourier series and transforms, and seeks recommendations for books that cover these topics in depth.
  • Another participant mentions a lack of responses and requests additional information, indicating a need for more context or specific questions.
  • A participant notes their interest in operators with a non-empty continuous spectrum, contrasting with existing resources that focus on compact operators.
  • Several participants recommend a specific book that covers the relevant topics well, noting its derivation of Fourier and Laplace transforms from Sturm-Liouville problems.
  • One participant shares their experience with the recommended book, stating it is somewhat dated but still valuable, and suggests a more modern alternative by Stakgold, highlighting personal preferences in choosing between the two.
  • A participant confirms access to the recommended books through their university library, indicating a willingness to explore the suggested resources.

Areas of Agreement / Disagreement

Participants generally agree on the relevance of the recommended books for understanding the application of spectral theorems, but there is no consensus on which book is superior, as preferences vary based on individual needs and experiences.

Contextual Notes

Some discussions touch on the limitations of existing literature, such as the use of less common conventions and the age of certain texts, which may affect their applicability to current studies.

Who May Find This Useful

This discussion may be useful for students and professionals in electrical engineering and physics who are interested in the mathematical foundations of spectral theory and its applications.

thegreenlaser
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I'd like to see if/how the spectral theorem(s) can be used to derive a range of mathematical techniques used in electrical engineering/physics:
  • (Generalized) Fourier series
  • Fourier transforms
  • Laplace transforms
  • Green's functions
  • Sturm-Liouville problem solution method
  • Dirac notation QM
  • etc.

Are there any books that go through this sort of thing? I've read Kreyszig's functional analysis book, which gave me a decent introduction to the subject, but I felt like it wasn't quite deep enough. I still can't fully see how to get from the spectral theorem to all the things I listed above. Any help is appreciated...
 
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I'm sorry you are not generating any responses at the moment. Is there any additional information you can share with us? Any new findings?
 
Greg Bernhardt said:
I'm sorry you are not generating any responses at the moment. Is there any additional information you can share with us? Any new findings?

Not really, unfortunately. I'm still looking for books which show me how to use the spectral theorem to solve problems. Some do it for compact and compact resolvent operators, but I'm more interested in operators which have a non-empty continuous spectrum.
 
Daverz said:

I have read most of this book and worked ~1/3 of the exercises, and agree that it is pretty good. It does derive Fourier and Laplace transforms from sturm-liouville problems with continuous spectra. The book is worth a look but I think it is somewhat dated, and uses some less common conventions. A more modern approach is by Stakgold,
https://www.amazon.com/dp/0471610224/?tag=pfamazon01-20
which is also worth a look. I'm guessing personal preference would dictate which one a given person would prefer. I went with Friedman because it was shorter so would require less investment of time to work through linearly (edit: Stakgold is also at a slightly higher level, so Friedman was a little easier to dip into on my free time).

Hopefully thegreenlaser has access to a library to check these out, although used copies of both can be found for little money. Good luck!

jason
 
Last edited by a moderator:
Thanks guys! My university library has both of those books, so I'll check them out in the next little while.
 
jasonRF said:
I have read most of this book and worked ~1/3 of the exercises, and agree that it is pretty good. It does derive Fourier and Laplace transforms from sturm-liouville problems with continuous spectra. The book is worth a look but I think it is somewhat dated, and uses some less common conventions. A more modern approach is by Stakgold,

Thanks for the comment. I chose the Friedman book based mostly on price and easy availability.
 

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