Advanced Linear Algebra Book Recommendation

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Discussion Overview

The discussion revolves around recommendations for advanced linear algebra textbooks suitable for a first-year graduate student in mathematics. Participants explore various texts, their content, and relevance to future studies in differential geometry, without reaching a consensus on a single preferred book.

Discussion Character

  • Debate/contested
  • Technical explanation
  • Exploratory

Main Points Raised

  • One participant is considering Halmos' "Finite Dimensional Vector Spaces" and Roman's "Advanced Linear Algebra," noting that Roman's covers more material, including modules and PIDs.
  • Another participant suggests that while Roman's book is interesting and comprehensive, its length may be challenging for winter break reading.
  • Some participants argue that Halmos' book may not be necessary since the original poster is already familiar with much of its content from Axler's book.
  • Greub's "Multilinear Algebra" is mentioned as a good companion text for understanding tensors.
  • A participant offers free notes covering advanced topics in linear algebra, suggesting they could serve as a supplementary resource.
  • The original poster expresses a preference for Roman's text, despite acknowledging its length, and plans to focus on specific chapters.

Areas of Agreement / Disagreement

Participants generally agree that Roman's book is a strong choice, but there is no consensus on whether Halmos' book is worth reading, with some suggesting it may not add value given the original poster's background.

Contextual Notes

Some participants note that the choice of textbook may depend on the specific goals in differential geometry and the foundational knowledge already acquired. The discussion does not resolve which book is definitively better for the original poster's needs.

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I am currently a first year graduate student in math, and I am trying to pick a linear algebra book to work through during the winter break. I have already gone through the computational style linear algebra, and I have also gone through Axler's Linear Algebra Done Right. I would like to go through a more advanced LA text, and I have been considering two choices: Halmos' Finite Dimensional Vector Spaces and Steven Roman's Advanced Linear Algebra.

Roman's looks like it covers more material, and also covers modules and PIDs which would be a welcome review from my Abstract Algebra class this fall. Halmos is, however, a classic, and I'm not sure which would be more appropriate for my eventual goals in differential geometry - both cover the tensor product, although I think perhaps Roman's book does more with it. There's also Hoffman and Kunze, but I looked over the table of contents and didn't see anything I hadn't already covered. Any suggestions?
 
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I haven't actually read either book, but I checked out their amazon reviews so you can judge my remarks accordingly.

To me Roman's book looks more interesting and a longer lasting reference, but 544 pages is a lot of pages for winter break. Halmos' is a relatively short classic, so it would probably make good reading over the holiday, but would you keep it on your shelf as a reference later on? I am guessing no.

That said, for differential geometry, you really only need to know about tensor products (since you already know the content of Hoffman/Kunze), and that isn't too much to learn. If you understand bilinear products and the determinant, then the toughest algebraic aspect of tensors might just be the notation (Einstein notation took awhile to click for me). You might be better served by simply familiarizing yourself with the basics of tensor products and then moving on to Lie Groups / Lie Algebras. Stillwell's Naive Lie Theory looks interesting (you can read the preface on Amazon).
 
If the choice is between Halmos and Roman, then I would certainly go for Roman. It's truly a gem and it covers a lot of cool stuff. You think you know most of Halmos already, so you're probably wasting your time with that book.
 
I'm a big fan of Roman, and seeing as you know almost everything in Halmos from Axler (if not then the first few chapters of Roman will clear that up), there is pretty much no point to reading it, as Micromass said. Greub's 'Multilinear Algebra' is also a good companion for tensors and whatnot.
 
of course there's greub, and I always liked chap 7, & parts of chap 4 of hungerford's algebra. & roman is good too.
 
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i modestly offer the free notes on my webpage, math 8006a,b,c, which cover up through noetherian modules, jordan forms, and spectral theorems in less than 60 pages,

as well as the 843-part3 notes on tensor and exterior products, also on that page. but i also agree with the classics recommended above.
 
Thanks everyone for the input. I think I will likely go with Roman's text; although it is admittedly too long to finish over the short winter break, I hope to get through most of Part I and then touch on chapters 11 and 14 (at least).

Mathwonk - thanks for the reference to your notes, I will likely use them as a study guide as well.
 

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