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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    Description

    Explore the concept of linearly independent rows in matrices with a specific focus on a matrix defined by its elements as a product of their indices. This quiz will challenge your understanding of matrix properties and linear algebra fundamentals.

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