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H13-311_V3.5 · Question #125

Only matrix A and matrix B have the same number of rows and columns. A and B can be added.

The correct answer is A. True. Option A is correct because matrix addition requires that both matrices have identical dimensions - the same number of rows and the same number of columns - which the question confirms is true for A and B. When this condition is met, addition is performed element-by-element…

Machine Learning Basics

Question

Only matrix A and matrix B have the same number of rows and columns. A and B can be added.

Options

  • ATrue
  • BFalse

How the community answered

(28 responses)
  • A
    82% (23)
  • B
    18% (5)

Explanation

Option A is correct because matrix addition requires that both matrices have identical dimensions - the same number of rows and the same number of columns - which the question confirms is true for A and B. When this condition is met, addition is performed element-by-element: each entry $a_{ij}$ is added to the corresponding entry $b_{ij}$, producing a result matrix of the same size. Option B is wrong because there is no additional constraint beyond matching dimensions; factors like the values inside the matrices or their names are irrelevant to whether addition is defined. A helpful memory tip: think of it as "same shape, can add" - if you can perfectly overlay one matrix on top of the other, their entries pair up and addition works.

Topics

#Matrix Addition#Matrix Dimensions#Linear Algebra#Mathematical Foundations

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