Will linear algebra help me in more advanced diff eqs study?

Click For Summary

Discussion Overview

The discussion centers around the relationship between linear algebra and advanced studies in differential equations, including topics such as Fourier and Laplace transforms, partial differential equations (PDEs), and systems of differential equations. Participants explore whether knowledge of linear algebra is beneficial for understanding these advanced concepts.

Discussion Character

  • Exploratory, Technical explanation, Debate/contested

Main Points Raised

  • One participant notes that much of elementary differential equations involves linear differential equations, which are fundamentally linked to linear algebra.
  • Another participant mentions that techniques for solving non-linear equations often require an understanding of linear equations.
  • A participant recalls that their ODE course acknowledged significant links between linear algebra and differential equations but focused more on computational methods.
  • One contributor shares their experience of finding linear algebra mostly unhelpful for differential equations, citing only minor applications like linear independence and determinants.
  • Another participant agrees that linear algebra was a prerequisite but was not extensively applied in their ODE class, suggesting a disconnect between the two subjects in their experience.

Areas of Agreement / Disagreement

Participants express mixed views on the utility of linear algebra for studying differential equations. While some acknowledge important connections, others feel that the relevance is limited based on their experiences.

Contextual Notes

Participants highlight that their experiences with the relationship between linear algebra and differential equations vary, and some mention that their courses did not delve deeply into the connections.

Who May Find This Useful

Students studying differential equations or linear algebra, particularly those considering the sequence of courses and their interrelations.

kostoglotov
Messages
231
Reaction score
6
I just finished up Stewart's Calculus Textbook, and the last section was on solving 2nd Order Non-Homogeneous Diff Eqs using power series.

I've looked through Paul's Calculus page in the Differential Sections, and can see that there is still a lot more beyond Stewart's that I'd like to study; Fourier, Laplace, PDE's, systems of DE's, higher order DE's.

I also however wanted to do the MIT opencourseware course on Linear Algebra after finishing Stewart's Calculus. From what I've perused, I get the impression that actually doing the more advanced Differential Equations stuff after completing Linear Algebra might be the best way to go anyway. It seems like the more advanced stuff in Paul's Calculus that wasn't covered in Stewart's involves many concepts from Linear Algebra anyway, and the Linear Algebra course seems to cover some Differential Equations stuff.

Are my impressions correct? Or is this just some superficial overlap?
 
Physics news on Phys.org
Certainly much of "elementary" differential equation is linear differential equations, the theory of which is basically Linear Algebra. And many techniques for solving non-linear equations involve solving linear equations to start with.
 
According to my ODE lecturer back when I was doing maths, there are some significant and non-trivial links between the subjects. However we didn't really go into it since it was a more computationally oriented course, just leaving it as a section that we could look through "for culture" until we finished LA2.

That said certainly some computational aspects will come in, e.g. solving some linear systems and also using Wronskians in the variation of parameters method (which I totally fail to recall anything about other than it involving some determinants and the name "Wronskian" xD )
 
I got a C- in Linear Algebra, then the following semester I got an A+ in Differential Equations. Although Linear Algebra was a prerequisite for DE, I found it mostly useless except for the odd appearance of linear independence, Cramer's Rule and determinants (Wronskian). I can't comment on PDE's, however; perhaps having a solid understanding of eigenvalues and eigenvectors will help though.
 
Same here, Linear Algebra was a prerequisite for my ODE class, but my professor only used it to explain theory and not the ODE themselves.
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 19 ·
Replies
19
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
Replies
2
Views
1K
Replies
6
Views
2K
  • · Replies 21 ·
Replies
21
Views
3K
  • · Replies 6 ·
Replies
6
Views
3K
Replies
3
Views
2K
  • · Replies 14 ·
Replies
14
Views
5K
  • · Replies 5 ·
Replies
5
Views
2K