Linear Algebra · Vectors & Matrices

Matrix Products — Practice Problems and Worked Solutions

Turn row-by-column multiplication into a reliable reflex.

The formulas you need here

Matrix product

What it says
Entry i,j is row i of A dotted with column j of B.
When to reach for it
Composing two transformations, or applying a matrix to a vector.
Watch out
Inner dimensions must match: (m×n)(n×p) gives m×p. And AB is generally not BA — matrix multiplication does not commute.

Check the shapes before computing anything.

17 worked problems

Every step is generated and checked by a computer algebra system.

  1. 1.

    Multiply the matrices.

    Answer:

    Step-by-step solution
  2. 2.

    Multiply the matrices.

    Answer:

    Step-by-step solution
  3. 3.

    Multiply the matrices.

    Answer:

    Step-by-step solution
  4. 4.

    Multiply the matrices.

    Answer:

    Step-by-step solution
  5. 5.

    Multiply the matrices.

    Answer:

    Step-by-step solution
  6. 6.

    Multiply the matrices.

    Answer:

    Step-by-step solution
  7. 7.

    Multiply the matrices.

    Answer:

    Step-by-step solution
  8. 8.

    Multiply the matrices.

    Answer:

    Step-by-step solution
  9. 9.

    Multiply the matrices.

    Answer:

    Step-by-step solution
  10. 10.

    Multiply the matrices.

    Answer:

    Step-by-step solution
  11. 11.

    Multiply the matrices.

    Answer:

    Step-by-step solution
  12. 12.

    Multiply the matrices.

    Answer:

    Step-by-step solution
  13. 13.

    Multiply the matrices.

    Answer:

    Step-by-step solution
  14. 14.

    Multiply the matrices.

    Answer:

    Step-by-step solution
  15. 15.

    Multiply the matrices.

    Answer:

    Step-by-step solution
  16. 16.

    Multiply the matrices.

    Answer:

    Step-by-step solution
  17. 17.

    Multiply the matrices.

    Answer:

    Step-by-step solution

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