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I may be misunderstanding the question, but technically you can always use the Gaussian elimination method.  

But perhaps what you meant to ask is: Will the method give you a unique solution?  Sometimes you get no solutions, sometimes you get infinitely many solutions, and sometimes you get precisely one solution.