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Let A,B and C be nxxn matrices. Which on...

Let `A,B` and `C` be `nxxn` matrices. Which one of the following is a correct statement?

A

If `A^(2)=O," then A=O"`

B

If `A^(3)+2A^(2)+3A+5O=O,` then A is invertible

C

If AB=AC then B=C

D

If AB=O, then A=O or B=O

Text Solution

AI Generated Solution

The correct Answer is:
To determine which statement is correct regarding the matrices \( A, B, \) and \( C \), we will analyze each statement one by one. ### Step 1: Analyze Statement A **Statement A**: If \( A^2 = 0 \) (the null matrix), then \( A = 0 \). To verify this, we start with the assumption that \( A^2 = 0 \). This means: \[ A \cdot A = 0 \] If \( A \) were invertible, we could multiply both sides by \( A^{-1} \): \[ A^{-1} \cdot (A \cdot A) = A^{-1} \cdot 0 \implies I \cdot A = 0 \implies A = 0 \] However, if \( A \) is not invertible, \( A^2 = 0 \) does not necessarily imply \( A = 0 \). For example, consider the matrix: \[ A = \begin{pmatrix} 0 & 1 \\ 0 & 0 \end{pmatrix} \] Here, \( A^2 = 0 \) but \( A \neq 0 \). Thus, **Statement A is not correct**. ### Step 2: Analyze Statement B **Statement B**: If \( A^3 + 2A^2 + 3A + 5I = 0 \), then \( A \) is invertible. We can rearrange this equation: \[ A^3 + 2A^2 + 3A = -5I \] If \( A \) were not invertible, then \( A \) would have a determinant of zero, leading to a contradiction since the right-hand side is a scalar multiple of the identity matrix (which is invertible). Thus, **Statement B is correct**. ### Step 3: Analyze Statement C **Statement C**: If \( AB = AC \), then \( B = C \). This statement is true only if \( A \) is invertible. If \( A \) is invertible, we can multiply both sides by \( A^{-1} \): \[ A^{-1}AB = A^{-1}AC \implies IB = IC \implies B = C \] However, if \( A \) is not invertible, \( AB = AC \) does not guarantee \( B = C \). For example, if \( A = 0 \), then \( AB = AC = 0 \) for any \( B \) and \( C \). Thus, **Statement C is not always correct**. ### Step 4: Analyze Statement D **Statement D**: If \( AB = 0 \), then \( A = 0 \) or \( B = 0 \). This statement is false in general. For instance, if \( A \) is a non-zero matrix and \( B \) is a non-zero matrix, it is possible for their product to be the zero matrix. For example: \[ A = \begin{pmatrix} 1 & 0 \\ 0 & 0 \end{pmatrix}, \quad B = \begin{pmatrix} 0 & 0 \\ 0 & 1 \end{pmatrix} \] Here, \( AB = 0 \) but neither \( A \) nor \( B \) is the zero matrix. Thus, **Statement D is not correct**. ### Conclusion The only correct statement among the options is **Statement B**: If \( A^3 + 2A^2 + 3A + 5I = 0 \), then \( A \) is invertible. ---
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