Can Nonlinear Systems Be Solved Using Gaussian Elimination?

  • Thread starter Thread starter Saladsamurai
  • Start date Start date
  • Tags Tags
    Non-linear System
Click For Summary

Homework Help Overview

The problem involves solving a system of nonlinear equations related to trigonometric functions, specifically seeking the unknown angles α, β, and γ within specified bounds. The context is rooted in linear algebra, particularly focusing on Gaussian elimination methods as discussed in Anton's Elementary Linear Algebra.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • The original poster questions the applicability of Gaussian elimination to a nonlinear system, expressing uncertainty about the implications of the restrictions on tan(γ). Some participants suggest that the system can be treated linearly in terms of the trigonometric functions, while others propose a substitution approach to simplify the equations.

Discussion Status

The discussion is exploring various interpretations of the problem, particularly the nature of the nonlinear system and how it relates to linear techniques. Participants are sharing thoughts on the validity of certain solutions and the impact of restrictions on the variables.

Contextual Notes

There is a noted restriction regarding the definition of tan(γ) at π/2, which raises questions about its effect on potential solutions. The problem's placement in the textbook suggests it may not be essential for complete resolution, but rather for conceptual understanding.

Saladsamurai
Messages
3,009
Reaction score
7

Homework Statement



This problem shows up in Anton's Elementary Linear Algebra in the first chapter. It's one of the last problems, so I don't think that it is crucial for me to 'solve' it. But I would like to clear up some conceptual questions I have.

First here is the problem statement:

Solve the following system of nonlinear EQs for the unknown angles [itex]\alpha[/itex], [itex]\beta[/itex], and [itex]\gamma[/itex], where

[itex]0\le\alpha\le2\pi[/itex], [itex]0\le\beta\le2\pi[/itex], [itex]0\le\gamma\le\pi[/itex].

[itex]2\sin\alpha - \cos\beta + 3\tan\gamma = 3[/itex]
[itex]4\sin\alpha + 2\cos\beta - 2\tan\gamma = 2[/itex]
[itex]6\sin\alpha - 3\cos\beta + \tan\gamma = 9[/itex]

Here are my questions:

1) In all of this chapter (on elimination methods), we use Gaussian Elimination on systems of linear EQs. Can the elimination methods be used on a nonlinear system?

2) Since tan(gamma) is not defined at pi/2 , well..., I don't know what I am trying to ask.
But surely this restriction will have some sort of impact on the solution(?).

Thoughts?
 
Physics news on Phys.org
it's linear in the trigonometric functions so you can just use linear techniques to solve for them. It's invertible too, if I'm not mistaken. So you will get three trig equations to solve. pi/2 is not a valid solution for gamma.
 
Call [tex]x = sin(\alpha),\ y = \cos(\beta),\ z = \tan(\gamma)[/tex]

and proceed.
 
LCKurtz said:
Call [tex]x = sin(\alpha),\ y = \cos(\beta),\ z = \tan(\gamma)[/tex]

and proceed.

Right. This is what i planned on doing, but I just wasn't sure why they were so adamant on letting me know that it is nonlinear.
 

Similar threads

Replies
4
Views
2K
  • · Replies 40 ·
2
Replies
40
Views
5K
  • · Replies 9 ·
Replies
9
Views
1K
  • · Replies 7 ·
Replies
7
Views
2K
Replies
10
Views
2K
Replies
3
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
Replies
8
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
Replies
7
Views
2K