What Are the Best Books for Studying Linear Algebra?

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Discussion Overview

The discussion centers on recommendations for books on linear algebra, particularly in relation to topics such as invariant subspaces, projection operators, linear transformations, and similarity transformations. Participants express their preferences and experiences with various texts, aiming to find suitable resources for further study in linear algebra and its applications in physics and mathematics.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • One participant seeks recommendations for books on linear algebra to support their studies in physics, specifically regarding finite groups and Lie algebras.
  • Some participants recommend Roman's "Advanced Linear Algebra," noting it may be too advanced for beginners.
  • Axler's "Linear Algebra Done Right" is mentioned positively, although some participants point out it lacks coverage on projections and similarity transformations.
  • Shilov's "Linear Algebra" is described as dense and encyclopedic, while Strang's book is noted for its clarity in core concepts.
  • Lay's book is recommended for those starting with the basics of linear algebra.
  • Friedman's "Foundations of Modern Analysis" is suggested for a quick introduction to projection operators, with specific page references provided.
  • Brian Hall's book is recommended for studying representations of Lie groups and Lie algebras, emphasizing its accessibility without prior knowledge of differential geometry.
  • Several participants mention "Elements of Abstract and Linear Algebra" by E. H. Connell, expressing interest but also difficulty in locating the book.

Areas of Agreement / Disagreement

Participants express a variety of opinions on the recommended texts, with some agreeing on the merits of certain books while others highlight limitations or gaps in coverage. No consensus emerges regarding a single best resource, as preferences vary based on individual needs and backgrounds.

Contextual Notes

Some recommendations depend on the reader's prior knowledge and specific interests within linear algebra, which may affect their suitability for different learners. The discussion reflects a range of perspectives on the depth and focus of various texts.

bobydbcn
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Hello, everyone,
My major is physics.I want to study the representation of finite group and lie algebra. But I find my knowledge of linear algebra is limited, so I want to study further about invariant subspaces, projection operator, linear transformation, similarity transformation and so on.
Can you suggest me some good book about them? Thanks very much.
 
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Roman's Advanced Linear Algebra is great, but it might be too advanced.
 
I like Axler, "Linear algebra done right". I have only read a small part of it, but I liked what I saw, and others have posted positive comments about it. You know, there's a whole science book forum here, with lots of threads like this one, so you should probably check those out to see what others have said.
 
Axler is good, but does not contain very much about projections and similarity tranformations.
 
Linear Algebra by Shilov is dirt cheap and very dense. Encyclopedic almost, and a great thing to have around. also it's expensive, but for reviewing and understanding the core of linear algebra, Strang's book is great. if you want a bit more abstraction/more in depth look at what's really going on underneath all that notation, halmos' "finite dimensional vector spaces" is excellent.
 
Landau said:
Roman's Advanced Linear Algebra is great, but it might be too advanced.

It's a good book. It is a good book for who want to further study linear algebra.abstract and like an encyclopeadia. Thank you such much.
 
Fredrik said:
I like Axler, "Linear algebra done right". I have only read a small part of it, but I liked what I saw, and others have posted positive comments about it. You know, there's a whole science book forum here, with lots of threads like this one, so you should probably check those out to see what others have said.

It's elegent and practical. Good book!Thank you so much!
 
Landau said:
Axler is good, but does not contain very much about projections and similarity tranformations.

Thank you again!Hehe
 
  • #10
Newtime said:
Linear Algebra by Shilov is dirt cheap and very dense. Encyclopedic almost, and a great thing to have around. also it's expensive, but for reviewing and understanding the core of linear algebra, Strang's book is great. if you want a bit more abstraction/more in depth look at what's really going on underneath all that notation, halmos' "finite dimensional vector spaces" is excellent.

It is a good reference for me to study the representation of lie algebra. Thank you so much.I will read it often!
 
  • #11
Last edited by a moderator:
  • #12
For a quick intro to projection operators, I like pages 209-212 of Friedman's "Foundations of modern analysis". (Unfortunately page 212 isn't included in the preview, but maybe you can find it somewhere else).

For representations of Lie groups and Lie algebras, I like Brian Hall's book. He focuses on matrix Lie groups so you can read it without knowing any differential geometry. To learn those parts that require differential geometry I recommend "Smooth manifolds" by John(?) Lee, and/or "Modern differential geometry for physicists" by Chris Isham.
 
  • #13
Elements of Abstract and Linear Algebra, by E. H. Connell.
 
  • #14
Fredrik said:
For a quick intro to projection operators, I like pages 209-212 of Friedman's "Foundations of modern analysis". (Unfortunately page 212 isn't included in the preview, but maybe you can find it somewhere else).

For representations of Lie groups and Lie algebras, I like Brian Hall's book. He focuses on matrix Lie groups so you can read it without knowing any differential geometry. To learn those parts that require differential geometry I recommend "Smooth manifolds" by John(?) Lee, and/or "Modern differential geometry for physicists" by Chris Isham.
Thank you so much. Your suggestion is very constructive. I like to commuticate with you. I will send my email address to you.
 
  • #15
Gauged said:
Elements of Abstract and Linear Algebra, by E. H. Connell.

thank you very much.But It must be a good book but I counldn't find it. It is really a pity.
 

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