Math Problem Statement
If A is Coefficient Matrix of nxn, K is Augmented Matrix and R is the Rank of Matrix, then the incorrect statement is (1 Point)
If R (A) = R (K) < n, the equations are consistent and have an infinite number of solutions
If R (A) = R (K) = n, the equations are consistent and have unique solutions
If R (A) = R (K) > n, the equations are consistent and have an infinite number of solutions
If R (A) ≠ R (K), the equations are inconsistent and have no solutions
Solution
To determine the incorrect statement, let us analyze each one carefully based on the principles of linear algebra.
Key Points:
- Rank of Coefficient Matrix : represents the rank of the coefficient matrix.
- Rank of Augmented Matrix : represents the rank of the augmented matrix (formed by appending the column of constants to ).
- Consistency: A system of equations is consistent if . Otherwise, it is inconsistent.
- Number of Solutions:
- : Consistent with infinite solutions.
- : Consistent with a unique solution.
- : Inconsistent, so no solutions.
Analysis of the Statements:
-
: Correct. The system is consistent and has an infinite number of solutions because the rank is less than , meaning free variables exist.
-
: Correct. The system is consistent and has a unique solution because the rank equals the number of variables , meaning there are no free variables.
-
: Incorrect. The rank of a matrix cannot exceed its number of columns (in this case ). Therefore, this case is not possible.
-
: Correct. The system is inconsistent and has no solutions if the ranks are different.
Incorrect Statement:
- :
Would you like further details or a deeper explanation on ranks, consistency, and solutions?
Related Questions:
- What is the significance of rank in determining the solutions of a system of linear equations?
- How do free variables influence the number of solutions in a consistent system?
- Can a matrix have a rank greater than the number of its rows or columns? Why or why not?
- What is the geometric interpretation of the rank of a matrix in terms of linear independence?
- How is the augmented matrix used to solve systems of linear equations?
Tip: To quickly check if a system is consistent, compare the ranks of and . If they differ, the system is inconsistent.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Matrix Rank
System of Linear Equations
Formulas
R(A) = Rank of Coefficient Matrix
R(K) = Rank of Augmented Matrix
Theorems
Rank-Nullity Theorem
Consistency Theorem for Linear Systems
Suitable Grade Level
Grades 11-12 or Undergraduate Level
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