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How do you classify linear equations?

Published in Linear Algebra 2 mins read

Linear equations, particularly systems of linear equations, can be classified based on the number of solutions they possess. They fall into three categories: independent, inconsistent, and dependent.

Classification of Linear Equation Systems

Here's a breakdown of each classification:

  • Independent Systems:

    • An independent system of linear equations has exactly one solution.
    • Graphically, this means the lines representing the equations intersect at a single point. This point (x, y) is the unique solution to the system.
  • Inconsistent Systems:

    • An inconsistent system of linear equations has no solution.
    • Graphically, this means the lines representing the equations are parallel and never intersect. There is no (x, y) pair that satisfies both equations simultaneously.
  • Dependent Systems:

    • A dependent system of linear equations has infinitely many solutions.
    • Graphically, this means the lines representing the equations are coincident; they are essentially the same line. Any (x, y) pair that satisfies one equation also satisfies the other. One equation is a multiple of the other.

Summary Table

System Type Number of Solutions Graphical Representation
Independent Exactly One Intersecting Lines
Inconsistent None Parallel Lines
Dependent Infinitely Many Coincident Lines

In summary, linear equations are classified as independent (one solution), inconsistent (no solution), or dependent (infinitely many solutions) based on their solution sets and graphical representations.

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