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mediumMCQGATE IN 2025 Question Paper (01-Feb-2025) (Shift 2)Instrumentation Engineering
1 mark (−0.33)

A matrix has its elements as

where is any integer greater than 2 and is any non-zero real number. The rank of is

  1. A
    1
  2. B
    2
  3. C
  4. D

Solution & Step-by-step Explanation

**Understanding the Rank of a Special Matrix**

This problem asks us to find the rank of a specific type of matrix, denoted by . The matrix elements are defined based on the sum of their indices, . Let's break down the definition and analyze the matrix structure to determine its rank.

Matrix Definition and Elements

The matrix is a matrix where and . The elements are given by the rule:

- if is odd.
- if is even.

We can express this rule more compactly using powers of -1. Notice that:

- If is even, . The element is .
- If is odd, . The element is .

This implies that the element can be written as:



Let's write down the first few elements of the matrix to see the pattern:

- : (even)
- : (odd)
- : (odd)
- : (even)

For a matrix, the structure looks like this:



Analyzing Row Relationships in Matrix A

To find the rank of a matrix, we can examine the linear dependence between its rows (or columns). Let represent the -th row of matrix . We want to see how relates to .

Consider the elements of row and row at column :

-
-

Let's compare to :

This relationship, , holds true for all columns (from to ). This means that the -th row is exactly times the -th row:



Let's apply this relationship:

-
-
-
-

Continuing this pattern, we see that every row in the matrix is either a scalar multiple of (specifically, ) or identical to or . This demonstrates that all rows are linearly dependent on the first row, .

Deriving the Rank of Matrix A

The rank of a matrix is defined as the dimension of its row space (or column space), which is the maximum number of linearly independent rows (or columns).

From our analysis, the row space of matrix is spanned by the first row, .

The first row is .

Since we are given that is a non-zero real number (), the first row is not the zero vector.

Because the row space is spanned by a single, non-zero vector (), the dimension of the row space is 1.

Therefore, the rank of the matrix is 1.

Conclusion: All rows of the matrix are linearly dependent, being scalar multiples of the first row. Since the first row is non-zero, the rank of the matrix is 1.

Practice this question

Try it yourself before checking the explanation above.

A matrix has its elements as

where is any integer greater than 2 and is any non-zero real number. The rank of is
A
1
B
2
C
D

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