What is the significance of nontrivial solutions in linear algebraic equations?

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SUMMARY

The significance of nontrivial solutions in linear algebraic equations is established through the determinant of the coefficients. When the determinant (ad - bc) equals zero, it indicates that the two equations are equivalent, leading to an infinite number of solutions. This scenario arises particularly in homogeneous equations, such as ax + by = 0 and cx + dy = 0. Understanding the determinant's role is crucial for determining whether both equations are necessary to find nontrivial solutions that satisfy additional conditions.

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  • Understanding of linear algebra concepts, specifically homogeneous equations.
  • Knowledge of determinants and their significance in linear equations.
  • Familiarity with the concept of equivalent equations.
  • Basic skills in solving linear algebraic equations.
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  • Study the properties of determinants in linear algebra.
  • Learn about homogeneous and non-homogeneous linear equations.
  • Explore the implications of infinite solutions in linear systems.
  • Investigate additional conditions that affect the solutions of linear equations.
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Students and professionals in mathematics, particularly those studying linear algebra, as well as engineers and physicists dealing with systems of equations in their work.

firecool
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finding out non trivial solution of two linear algebraic equations means we have to equate the determinant of the coefficients to zero which in turn means the slope of the two lines are same and they lie on each other. so what is the use of two equations for this? can we get the points or solution from just one equation? and it basically implies that both the lines are same. I'm getting confused here over the significance of the nontrivial solutions. i came across this in the derivation of frequencies of systems with two degress of freedom.
 
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I wonderred why 77 people had looked at this thread but none had responded. Now, I see. It is almost impossible to understand what you are saying. When looking for "non-trivial solutions of two linear algebraic equations" we do NOT "equate the determinant of the coefficients to zero". We do that only when working with homogeneous equations. I.e. something like ax+ by= 0, cx+ dy= 0. If the determinant ad- bc is not 0, then the only solution is x= y= 0. But if ad- bc= 0 then, yes, the two equations are equivalent and there exist an infinite number of solutions: choose x to be anything and y= -(a/b)x which is the same as y= -(c/d)x. You are right that you don't need both equations- but you don't know that until you find that the determinant is 0. And you need both equations to do that.

Typically, such a problem occurs when you have other conditions as well. If your solutions were "trivial" you would not be able to satisfy those additional conditions. So you start with two equations and, typically, see that some parameters must have a certain value so that your equations are the same and you do have non-trivial solutions and can satisfy the other conditions.
 
thanks! :) i think i get it..
 

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