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Question

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?

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NDA I 2017 GAT Previous Year Paper (23-Apr-2017)
The correct answer is

B has as many elements as C

Understanding Matrices with 0 or 1 Entries

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.

Total Number of Matrices in Set A

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 \(= 2 \times 2 \times 2 \times 2 \times 2 \times 2 \times 2 \times 2 \times 2 = 2^9 = 512\).

Exploring Determinants of Matrices in A

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.

Analyzing the Relationship Between Set B and Set 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, \(M'\).

  • Since \(M\) had only 0s and 1s as entries, \(M'\) will also have only 0s and 1s as entries. So, \(M'\) belongs to set A.
  • The determinant of the new matrix \(M'\) is related to the determinant of \(M\) by \(\det(M') = - \det(M)\).
  • Since \(\det(M) = 1\), we have \(\det(M') = -(1) = -1\).
  • This means \(M'\) is a matrix in set A whose determinant is -1. Therefore, \(M'\) belongs to set C.

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)?

  • Yes, it is. If we start with a matrix \(M'\) in C (so \(\det(M') = -1\)) and swap the *same* two rows again, we get back the original matrix \(M\). The determinant of \(M\) would be \(- \det(M') = -(-1) = 1\), putting \(M\) back into set B.
  • This shows that for every matrix in B, there is a unique corresponding matrix in C formed by swapping the chosen two rows, and for every matrix in C, there is a unique corresponding matrix in B formed by swapping the same two rows.

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.

Evaluating the Given Options

Let's look at the given options in light of our analysis.

  • Option 1: C is empty

    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.

  • Option 2: B has as many elements as C

    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.

  • Option 3: A = B \(\cup\) C

    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.

  • Option 4: B has thrice as many elements as C

    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.


Revision Table: Matrix Properties and Determinants

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.

Additional Information: Counting Matrices with Specific Determinants

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.

  • For \(2 \times 2\) matrices with 0/1 entries:
    • Total matrices: \(2^{2 \times 2} = 2^4 = 16\).
    • Determinant can be \(ad - bc\). Possible values: \(1 \times 1 - 0 \times 0 = 1\), \(0 \times 0 - 1 \times 1 = -1\), \(1 \times 0 - 0 \times 1 = 0\), etc.
    • Matrices with det 1: \(\begin{pmatrix} 1 & 0 \\ 0 & 1 \end{pmatrix}\). Only 1 matrix.
    • Matrices with det -1: \(\begin{pmatrix} 0 & 1 \\ 1 & 0 \end{pmatrix}\). Only 1 matrix.
    • Matrices with det 0: All others (14 matrices).
    • In this \(2 \times 2\) case, the number of matrices with det 1 equals the number of matrices with det -1.
  • For \(3 \times 3\) matrices with 0/1 entries, calculating the exact numbers for B and C requires enumerating possibilities or using more advanced techniques. However, the row swap argument provides a general proof that \(|\text{B}| = |\text{C}|\) whenever \(n > 1\) for \(n \times n\) matrices with entries from any set where negation is possible (like \(\det \to -\det\)).
  • Matrices with determinant 0 are the most numerous in A for larger dimensions. These correspond to singular matrices.
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