For the matrix and the column vector , determine (i) the rank of the coefficient matrix, (ii) the rank of the augmented matrix , and (iii) whether the linear system is consistent. If consistent, state the nature of the solution set.
Answer
rank , rank , the system is consistent with infinitely many solutions.
The correct answer is rank , rank , the system is consistent with infinitely many solutions. — Since the ranks of the coefficient and augmented matrices are equal (both ) and are less than the number of variables (), the system is consistent and has infinitely many solutions.
Step-by-step solution
- Observe that the second row of is twice the first row: , so it does not increase rank.
- The first row and the third row are not scalar multiples; they are linearly independent.
- Hence the rank of is .
- Form the augmented matrix .
- Row of the augmented matrix is also twice row (including the constant term), so it adds no new information.
- Rows and remain independent; therefore rank .
- Since the ranks of the coefficient and augmented matrices are equal (both ) and are less than the number of variables (), the system is consistent and has infinitely many solutions.
Common mistake: Treating a dependent row as increasing the rank
Concept tested: Rank of matrix and consistency of linear system
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