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In MATLAB, what information does the rank function provide about a matrix?

easy📝 Conceptual Q1 of 15
MATLAB - Linear Algebra
In MATLAB, what information does the rank function provide about a matrix?
AThe sum of all elements in the matrix
BThe number of zero elements in the matrix
CThe determinant of the matrix
DThe number of linearly independent rows or columns
Step-by-Step Solution
Solution:
  1. Step 1: Understand rank definition

    The rank of a matrix is the maximum number of linearly independent rows or columns.
  2. Step 2: MATLAB's rank function

    In MATLAB, rank(A) returns this number, indicating the dimension of the column space.
  3. Final Answer:

    The number of linearly independent rows or columns -> Option D
  4. Quick Check:

    Check if rank ≤ min(rows, columns) [OK]
Quick Trick: Rank counts independent rows/columns, not zeros or sums [OK]
Common Mistakes:
  • Confusing rank with determinant
  • Thinking rank counts zero elements
  • Assuming rank equals matrix size

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