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:

  1. Rank of Coefficient Matrix AA: R(A)R(A) represents the rank of the coefficient matrix.
  2. Rank of Augmented Matrix KK: R(K)R(K) represents the rank of the augmented matrix (formed by appending the column of constants to AA).
  3. Consistency: A system of equations is consistent if R(A)=R(K)R(A) = R(K). Otherwise, it is inconsistent.
  4. Number of Solutions:
    • R(A)=R(K)<nR(A) = R(K) < n: Consistent with infinite solutions.
    • R(A)=R(K)=nR(A) = R(K) = n: Consistent with a unique solution.
    • R(A)R(K)R(A) ≠ R(K): Inconsistent, so no solutions.

Analysis of the Statements:

  1. R(A)=R(K)<nR(A) = R(K) < n: Correct. The system is consistent and has an infinite number of solutions because the rank is less than nn, meaning free variables exist.

  2. R(A)=R(K)=nR(A) = R(K) = n: Correct. The system is consistent and has a unique solution because the rank equals the number of variables nn, meaning there are no free variables.

  3. R(A)=R(K)>nR(A) = R(K) > n: Incorrect. The rank of a matrix cannot exceed its number of columns (in this case nn). Therefore, this case is not possible.

  4. R(A)R(K)R(A) ≠ R(K): Correct. The system is inconsistent and has no solutions if the ranks are different.

Incorrect Statement:

  • R(A)=R(K)>nR(A) = R(K) > n:

Would you like further details or a deeper explanation on ranks, consistency, and solutions?


Related Questions:

  1. What is the significance of rank in determining the solutions of a system of linear equations?
  2. How do free variables influence the number of solutions in a consistent system?
  3. Can a matrix have a rank greater than the number of its rows or columns? Why or why not?
  4. What is the geometric interpretation of the rank of a matrix in terms of linear independence?
  5. 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 AA and KK. 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