Consider the set A of all matrices of order 3 × 3 with entries 0 or 1 only. Let B be the subset of A consisting of all matrices whose determinant is 1. Let C be the subset of A consisting of all matrices whose determinant is -1. Then which one of the following is correct?
B has as many elements as C
The problem asks us to consider a set A containing all \(3 \times 3\) matrices where each entry is either 0 or 1. We then look at two subsets of A: B, containing matrices from A with a determinant of 1, and C, containing matrices from A with a determinant of -1. We need to determine the relationship between the number of elements in these sets.
A \(3 \times 3\) matrix has 9 entries. Since each entry can be either 0 or 1, there are 2 choices for each entry. The total number of possible matrices in set A is \(2^9\).
Number of elements in A \(= 2 \times 2 \times 2 \times 2 \times 2 \times 2 \times 2 \times 2 \times 2 = 2^9 = 512\).
The determinant of a matrix in A can be 1, -1, or 0. Set B contains matrices with determinant 1, and set C contains matrices with determinant -1. Any matrix in A with a determinant of 0 is in neither B nor C.
Let's consider the property of determinants related to row operations. Swapping any two rows of a matrix multiplies its determinant by -1.
Consider a matrix \(M\) in set B. By definition, \(M\) has entries 0 or 1, and its determinant is 1, i.e., \(\det(M) = 1\).
Now, let's perform a simple row operation on \(M\). Swap the first two rows of \(M\) to get a new matrix, \(M'\).
This operation of swapping two specific rows (say, row 1 and row 2) creates a mapping from set B to set C.
Is this mapping a bijection (one-to-one and onto)?
Since there is a bijection between the elements of set B and set C, the number of elements in B must be equal to the number of elements in C.
Number of elements in B = Number of elements in C.
Let's look at the given options in light of our analysis.
This is incorrect. We showed that if we take the identity matrix (which is in A and has determinant 1, thus in B) and swap two rows, we get a matrix in A with determinant -1. For example, swapping row 1 and row 2 of the identity matrix gives:
\[ \begin{pmatrix} 0 & 1 & 0 \\ 1 & 0 & 0 \\ 0 & 0 & 1 \end{pmatrix} \]This matrix has determinant -1 and entries 0 or 1, so it belongs to C. Thus, C is not empty.
This is correct. Our bijection argument above demonstrates that there is a one-to-one correspondence between the elements of B and C, meaning they have the same number of elements.
This is incorrect. Set A contains all \(3 \times 3\) matrices with 0 or 1 entries. The determinant of such a matrix can be 0, 1, or -1. Matrices with a determinant of 0 (e.g., a matrix with a row of all zeros) are in A but are neither in B nor in C. So, A is not just the union of B and C; it also includes matrices with determinant 0.
This is incorrect. Based on the bijection argument, B and C have the same number of elements, not a ratio of 3:1.
Therefore, the correct statement is that B has as many elements as C.
| Concept | Description | Relevance to Question |
|---|---|---|
| Matrix Entries | The individual values within a matrix. Here, limited to 0 or 1. | Defines the set A and its subsets B and C. |
| Determinant | A scalar value computed from the elements of a square matrix. | Used to classify matrices into sets B (det=1) and C (det=-1). |
| Row Swap Operation | Interchanging two rows of a matrix. | Changes the sign of the determinant, forming the basis of the bijection argument between sets B and C. |
| Set Union (\(\cup\)) | The set of all elements in either of two sets. | Used in option 3 to suggest A is only composed of matrices with det 1 or -1, which is false. |
| Bijection | A one-to-one correspondence between the elements of two sets. | Demonstrates that sets B and C have the same number of elements. |
Counting the exact number of \(n \times n\) matrices with entries from a finite field (like {0, 1}) and a specific determinant value (like 1, -1, or 0) is a complex problem in combinatorics and linear algebra.
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