Question on numerical analysis prerequisites

Click For Summary

Homework Help Overview

The discussion revolves around the prerequisites for a numerical analysis course, specifically focusing on the necessary mathematical background such as calculus, differential equations, and linear algebra. The original poster expresses concern about the adequacy of their preparation and the potential need for real analysis in relation to mathematical probability.

Discussion Character

  • Exploratory, Assumption checking

Approaches and Questions Raised

  • Participants explore the variability in prerequisites for numerical analysis courses and question the clarity of the requirements. The original poster shares their experience of needing additional preparation in previous courses and raises concerns about the implications of lacking real analysis before taking numerical analysis.

Discussion Status

Some participants suggest discussing the prerequisites with the course instructor for tailored advice. There is acknowledgment of the complexity of the subject matter in numerical analysis and the importance of foundational knowledge in related mathematical areas.

Contextual Notes

The original poster notes discrepancies in prerequisite requirements and expresses concern about their ability to keep up with the course material given their upcoming heavier course load.

cue928
Messages
129
Reaction score
0
First of all, I apologize if this is in the wrong section. I would like to know what background is needed to be properly prepared for numerical analysis. I will have had calculus III (leaving C-4 left), ordinary differential equations. I'd be taking linear algebra concurrently.

Also, does one need analysis for mathematical probability? It's not explicitly listed as an option but I've glanced at the book and it appears to at least touch on measure spaces, which makes me think I'd be at a disadvantage for lacking analysis. Interestingly enough, even our class which teaches proof is not required for it either.

I ask on both of these because I don't think our prerequisites are properly lined out. I had to do a lot of extra work in ODE to make up for my lack of linear algebra. Thanks!
 
Physics news on Phys.org
Unfortunately, there are many different topics that ma or may not be included in "numerical analysis" so it is very difficult to say what prerequites a particular numerical analysis course will require. It sounds to me like you have all of the basic ones but the best thing to do is to talk to the person who will be teaching the course.
 
I was just surprised to look at the book and see topics from calculus IV, such as double integrals, partial derivatives, etc. I had to spend a ton of extra time in a previous class learning things that I should have learned prior to taking it if the prerequisites had been set up correctly, so my appetite to do that again is really pretty low.
 
Well, NA does concern itself with making calculations and using algorithms to evaluate integrals and calculate derivatives. NA provides the computational tools for other branches of science and engineering to use to obtain useful results. Solving linear systems and solving differential equations also occur frequently, so you should know some of the basics about those branches of analysis for your NA courses, so that you can understand how the numerical techniques from the NA course are applied.
 
Just from looking at the book, it looks like a fascinating subject. But my course load will be much heavier in the fall that it was for example when I took ODE, so I want to make sure that I have what I need, or close thereto, because I simply won't have the time to play catch-up on prior stuff.

Is a lack of real analysis prior to NA a serious problem or a bump in the road? Would it be something that's not critical, but not having it would prevent me from having a deeper understanding of the material? I don't think the professor is in at all over the summer so I'm on my own in trying to make a determination on this.
 

Similar threads

  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 13 ·
Replies
13
Views
5K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 9 ·
Replies
9
Views
2K
  • · Replies 3 ·
Replies
3
Views
8K
  • · Replies 2 ·
Replies
2
Views
5K
Replies
4
Views
3K