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If the matrix AB is zero then...

If the matrix AB is zero then

A

A=O or B=O

B

A=O and B=O

C

It is not necessary that either A=O or B=O

D

All these statements are wrong.

Text Solution

AI Generated Solution

The correct Answer is:
To solve the problem, we need to analyze the condition under which the product of two matrices \( AB \) results in a zero matrix, even if neither \( A \) nor \( B \) is a zero matrix. Here’s a step-by-step solution: ### Step 1: Understanding the Zero Matrix The zero matrix is defined as a matrix where all entries are zero. For example, a 2x2 zero matrix looks like: \[ 0 = \begin{pmatrix} 0 & 0 \\ 0 & 0 \end{pmatrix} \] ### Step 2: Setting Up Matrices A and B Let’s assume matrices \( A \) and \( B \) are not zero matrices. For instance: \[ A = \begin{pmatrix} 0 & 0 \\ 4 & 0 \end{pmatrix}, \quad B = \begin{pmatrix} 0 & 0 \\ 1 & 0 \end{pmatrix} \] ### Step 3: Multiplying Matrices A and B To find the product \( AB \), we multiply the rows of \( A \) by the columns of \( B \): \[ AB = \begin{pmatrix} 0 & 0 \\ 4 & 0 \end{pmatrix} \begin{pmatrix} 0 & 0 \\ 1 & 0 \end{pmatrix} \] Calculating the entries: - The entry at (1,1) is \( 0 \times 0 + 0 \times 1 = 0 \) - The entry at (1,2) is \( 0 \times 0 + 0 \times 0 = 0 \) - The entry at (2,1) is \( 4 \times 0 + 0 \times 1 = 0 \) - The entry at (2,2) is \( 4 \times 0 + 0 \times 0 = 0 \) Thus, we find: \[ AB = \begin{pmatrix} 0 & 0 \\ 0 & 0 \end{pmatrix} \] ### Step 4: Conclusion About Matrices A and B From the above multiplication, we see that even though neither \( A \) nor \( B \) is a zero matrix, their product \( AB \) is still a zero matrix. This leads us to conclude that it is not necessary for either \( A \) or \( B \) to be a zero matrix for \( AB \) to be a zero matrix. ### Final Answer Therefore, the correct condition is: - It is **not necessary** that either \( A \) or \( B \) is a zero matrix.
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ML KHANNA-MATRICES-PROBLEM SET(1) (MULTIPLE CHOICE QUESTIONS)
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  7. If A is 3xx4 matrix and B is a matrix such that A'B and BA' are both d...

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  9. Assuming that the sums and products given below are defined which of t...

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  10. If a matrix has 13 elements, then the possible dimensions (order) it c...

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  11. The construction of 3xx4 matrix a whose element a(ij) is given by ((i...

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  12. cos theta [(cos theta, sin theta),(-sin theta, cos theta)]+sin theta[(...

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  13. If A is a 2times2 matrix such that [[2,1],[3,2]] A [[-3,2],[5,-3]]=[[1...

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  14. What is the order of : [xyz] [{:(a,h,g),(h,b,f),(g,f,c):}][{:(x),(y),(...

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  15. If [(1,x,1)][(1,3,2),(0,5,1),(0,3,2)][(1),(1),(x)]=O then x equals to

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  16. If [(1,lamda,1)][(1,3,2),(0,5,1),(0,3,2)][(lamda),(1),(-2)]=O then lam...

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  17. The matrix producet [(1),(-2),(3)][(4,5,2)][(2),(-3),(5)] equals

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  18. The value of lamda for which the matrix product [(2,0,7),(0,1,0),(1,-2...

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  19. If A and B are two matrices such that AB=B and BA=A then A^2+B^2= (A) ...

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  20. If A=[(0,1),(1,0)] then A^(4)=

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