What is the meaning of a trivial solution in a system of linear equations?

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Homework Help Overview

The discussion revolves around the interpretation of a trivial solution in a system of linear equations, specifically a set of equations involving three variables: x, y, and z. The original poster expresses confusion regarding the implications of obtaining the trivial solution (0, 0, 0) and whether this indicates the presence of infinite solutions or free variables.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • The original poster attempts to understand the significance of the trivial solution and questions whether it implies infinite solutions or free variables. Some participants clarify the nature of the solution and challenge the interpretation of free variables in this context.

Discussion Status

The discussion is ongoing, with some participants providing guidance on the interpretation of the trivial solution and the conditions under which non-trivial solutions may arise. There appears to be a divergence in understanding regarding the classification of the solution as unique versus infinite.

Contextual Notes

There is mention of the relationship between the number of variables and equations, as well as the relevance of the placement of equations in determining the nature of solutions. The original poster also questions the appropriateness of the forum category for this topic.

war485
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Homework Statement


Taking first year matrix/linear algebra theory at college.

I got a system of linear equations:
x+2y+3z=0
-5y-2z=0
4z=0

2. The attempt at a solution
This question looks so funny and easy but I think there must be a trick answer.
I got: z = 0, y = 0 and x = 0 (used back substitution).
The real problem for me is interpreting/accepting this answer.
Since all the variables are 0, then the whole thing is going to be zero. Is there a special interpretation for this? Does this mean that there are infinite solutions for x y and z? If there are infinite solutions, does this imply that x y and z are "free variables"?

I'm not even sure if I should put this in the "precalculus" part of the forum. :blushing:
Thanks
 
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Your solution is correct.:approve: Your interpretation of the solution is not; why would x,y,z be considered as free variables, when you have just shown that they must equal zero. It seems like (0,0,0) is only one unique solution not infinite.

P.S. this thread probably does belong in the precalc forum.
 
thanks.
 
What you have is a matrix with a trivial solution (0, 0, 0) which you will get every time if the last column in the matrix is entirely zeros. The problem is, sometimes you will also get other solutions (called "non-trivial). That's not the case here because the number of variables you have equals the number of equations. But if you were to cross out the bottom equation altogether, you'd have 3 variables, but only 2 equations, which would result in having an additional parameter.
 

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