Linear Independence in Matrices

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Questions and Answers

Given a matrix $X = [a_{ij}]$ where $1 \le i \le m$ and $1 \le j \le n$, and $a_{ij} = i \cdot j$, what is the number of linearly independent rows in $X$?

  • $n-1$
  • m
  • 1 (correct)
  • 0

For a matrix $X$ of size $m imes n$ where the element in the $i$-th row and $j$-th column is given by $a_{ij} = i \cdot j$, what is the rank of the matrix?

  • max$(m, n)$
  • 0
  • 1 (correct)
  • min$(m, n)$

Let $X = [a_{ij}]$ be a $3 \times 4$ matrix with $a_{ij} = i \cdot j$. What is the dimension of the row space of $X$?

  • 0
  • 3
  • 4
  • 1 (correct)

Consider a $5 \times 5$ matrix $X$ where each entry $a_{ij} = i \times j$. What is the determinant of $X$?

<p>0 (B)</p> Signup and view all the answers

Given a matrix $X = [a_{ij}]$ of size $n \times n$ with $a_{ij} = i \cdot j$, which statement is correct?

<p>The nullity of $X$ is $n-1$. (D)</p> Signup and view all the answers

Flashcards

Matrix structure

Matrix X has elements a_{ij} defined as i * j.

Linear independence

Rows of a matrix are linearly independent if no row can be constructed from others.

Determining independent rows

To find independent rows, analyze the structure of matrix X.

Options for independence

The options provided suggest different counts of independent rows.

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Correct choice for rows

The number of linearly independent rows in matrix X is determined to be n-1.

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Study Notes

Linearly Independent Rows

  • Given a matrix X = [aij], where i ≥ 1, j ≤ n, and aij = i.j
  • The number of linearly independent rows is n.

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