Can Nonlinear Systems Be Solved Using Gaussian Elimination?

In summary, The conversation discusses a problem from Anton's Elementary Linear Algebra and how to solve a system of nonlinear equations for unknown angles. The problem statement is provided along with some conceptual questions about the use of elimination methods and the impact of the restriction on the solution. It is concluded that linear techniques can be used to solve the problem and the solution is presented using trigonometric functions.
  • #1
Saladsamurai
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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?
 
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  • #2
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.
 
  • #3
Call [tex]x = sin(\alpha),\ y = \cos(\beta),\ z = \tan(\gamma) [/tex]

and proceed.
 
  • #4
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.
 

FAQ: Can Nonlinear Systems Be Solved Using Gaussian Elimination?

What is a System of Non-Linear EQs?

A System of Non-Linear EQs refers to a set of equations that involve non-linear relationships between variables. This means that the equations cannot be simplified or solved using traditional algebraic methods.

What is the importance of studying System of Non-Linear EQs?

Studying System of Non-Linear EQs is important because many real-world problems and phenomena cannot be accurately modeled using linear equations. Non-linear equations allow for more complex and accurate representations of these systems.

How are System of Non-Linear EQs solved?

There is no general method for solving System of Non-Linear EQs, as each system may require a different approach. Some methods include graphical analysis, substitution, and iteration techniques.

What are some applications of System of Non-Linear EQs?

System of Non-Linear EQs have various applications in fields such as physics, engineering, economics, and biology. They are used to model complex systems and phenomena, including population growth, chemical reactions, and electrical circuits.

What are the limitations of System of Non-Linear EQs?

One limitation of System of Non-Linear EQs is that they can be difficult to solve and may not always have a unique solution. They also require a lot of computational power, making them less practical for certain applications.

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