Does Every Linear System's Structure Predict Its Number of Solutions?

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SUMMARY

The discussion centers on the properties of homogeneous linear systems and their solutions. It confirms that a homogeneous linear system with an equal number of equations and unknowns does not always have a unique solution, as indicated by the first statement being false. The second statement is true; if a linear system has no solution, the rank of the coefficient matrix is indeed less than the number of equations. The third statement is true, affirming that an invertible coefficient matrix guarantees exactly one solution in a system with equal equations and unknowns.

PREREQUISITES
  • Understanding of linear algebra concepts, particularly linear systems
  • Familiarity with matrix theory, including determinants and ranks
  • Knowledge of homogeneous vs. non-homogeneous systems
  • Basic understanding of the properties of invertible matrices
NEXT STEPS
  • Study the properties of determinants in linear algebra
  • Learn about the rank-nullity theorem and its implications for linear systems
  • Explore the concept of invertible matrices and their role in solving linear equations
  • Investigate the conditions under which linear systems have no solutions
USEFUL FOR

Students of linear algebra, educators teaching matrix theory, and anyone interested in the foundational principles of solving linear systems.

baher
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1)Determine whether the given statement is true or false.
A homogeneous linear system with the same number of equations as unknowns always
has a unique solution.

2)Determine whether the given statement is true or false.
If a linear system has no solution, the rank of the coecient matrix must be less than
the number of equations.

3)Determine whether the given statement is true or false.
If a linear system has the same number of equations as unknowns and the coecient
matrix is invertible, the system has exactly one solution.

My answers was true false true , is that right ? :D
 
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Hey baher and welcome to the forums.

For these kind of questions, it helps the other readers and members here to understand what you are thinking and how you arrived at the particular answers you arrived at.

I will start by commenting on the first question.

Consider that you have a system with n-equations with n-unknowns. This is a square matrix. This means it has a determinant. What values does a determinant have? What happens when that determinant is 0?
 

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