How to Multiply Matrix? (+FREE Worksheet!)

How to Multiply Matrix? (+FREE Worksheet!)

How to multiply matrix, step by step: the rule in plain language, solved examples worked one line at a time, and practice questions so you can try it yourself before moving on.

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Multiply Matrix: what to notice and how to work it

Matrices skill
Matrix multiplication combines rows from the first matrix with columns from the second matrix. It is not entry-by-entry multiplication.

What to notice first

Check dimensions first. A matrix with size (m imes n) can multiply a matrix with size (n imes p), and the result has size (m imes p).

Common student mistake

Do not multiply matching positions. Each entry in the product is a row-column dot product.

Key formulas and cues

((mtimes n)(ntimes p)=mtimes p)
(begin{pmatrix}a&bend{pmatrix}begin{pmatrix}cdend{pmatrix}=ac+bd)
[ 2 1 ][ 3 4 ] x [ 5 ][ 6 ] = rowdot

A reliable path

  1. Check dimensionsRows by columns determines what operation is legal.
  2. Use the correct ruleAddition is entry-by-entry; multiplication is row-by-column.
  3. Interpret the resultFor systems, translate the matrix answer back into variables.

Worked examples

Check if multiplication is allowed

Example: A 2 by 3 matrix times a 3 by 4 matrix
  1. Compare the inner dimensions.
  2. The 3 and 3 match.
  3. Use the outer dimensions for the answer size.
Answer: The product is allowed and has size 2 by 4.

Compute one entry

Example: (begin{pmatrix}2&5end{pmatrix}begin{pmatrix}34end{pmatrix})
  1. Multiply matching row-column entries.
  2. 2 times 3 is 6 and 5 times 4 is 20.
  3. Add the products.
Answer: (26)
Try one before moving on
Try: What size is a 4×3 matrix times a 3×2 matrix?
Answer: 4×2.
Next step: do the matching worksheet or quiz while the method is still fresh, then come back and explain the first step in your own words.

Matrix Multiplication, Example 1:

(begin{bmatrix}-5 & -5 -1 & 2 end{bmatrix})(begin{bmatrix}-2 & -3 3 & 5 end{bmatrix})

Solution:

Multiply the rows of the first matrix by the columns of the second matrix. (begin{bmatrix}(-5)(-2)+(-5)(3) & (-5)(-3)+(-5)(5) (-1)(-2)+(2)(3) & (-1)(-3)+(2)(5) end{bmatrix}= begin{bmatrix}(10)+(-15) & (15)+(-25) (2)+(6) & (3)+(10) end{bmatrix}=begin{bmatrix}-5 & -10 8 & 13 end{bmatrix})

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Matrix Multiplication, Example 2:

(begin{bmatrix}-4 & -6&-6 & 6&3 end{bmatrix}begin{bmatrix}0 -3 end{bmatrix})

Solution:

Multiply the rows of the first matrix by the columns of the second matrix. (begin{bmatrix}(-4)(0)+(-6)(-3)+(-6)(0) (0)(0)+(6)(-3)+(3)(0) end{bmatrix}=begin{bmatrix}0+18+0 -18+0 end{bmatrix}=begin{bmatrix}18 -18 end{bmatrix})

Matrix Multiplication, Example 3:

(begin{bmatrix}1 & 3 2 & 4 end{bmatrix})(begin{bmatrix}2 &4 -2 & 1 end{bmatrix})

Solution:

(begin{bmatrix}(1) (2)+(3)(-2) & (1) (4)+(3) (1) (2) (2)+ (4)(-2) & (2) (4)+(4) (1) end{bmatrix}=begin{bmatrix}(2)+(-6) & (4)+(3) (4)+ (-8) & (8)+(4) end{bmatrix}=begin{bmatrix}-4 & 7 -4 & 12 end{bmatrix})

Matrix Multiplication, Example 4:

(begin{bmatrix}2 & -1&-1 3 & 1&5 end{bmatrix}begin{bmatrix}-2 -1 4 end{bmatrix})

Solution:

Multiply the rows of the first matrix by the columns of the second matrix. (begin{bmatrix}(2)(-2)+(-1)(-1)+(-1) (4)(3)(-2)+(1)(-1)+(5) (4) end{bmatrix}=begin{bmatrix}(-4)+(1)+(-4)(-6)+(-1)+(20) end{bmatrix}=begin{bmatrix}-7 13 end{bmatrix})

Exercises for Multiplying Matrix

Solve.

  1. (color{blue}{begin{bmatrix}0 & 2 -2 & -5 end{bmatrix}begin{bmatrix}6 & -6 3 & 0 end{bmatrix}})
  2. (color{blue}{begin{bmatrix}3 & -1 -3 & 6-6&-6 end{bmatrix}begin{bmatrix}-1 & 6 5 & 4end{bmatrix}})
  3. (color{blue}{begin{bmatrix}0 & 5 -3 & 1-5&1 end{bmatrix}begin{bmatrix}-4 & 4 -2 & -4end{bmatrix}})
  4. (color{blue}{begin{bmatrix}5 & 3&5 1 & 5&0 end{bmatrix}begin{bmatrix}-4 & 2 -3 & 43&-5 end{bmatrix}})
  5. (color{blue}{begin{bmatrix}4 & 5 -4 & 6-5&-6 end{bmatrix}begin{bmatrix}4 & 6 6& 2-4&1 end{bmatrix}})
  6. (color{blue}{begin{bmatrix}-2 & -6 -4 & 35&0 4&-6end{bmatrix}begin{bmatrix}2 & -2&2 -2 &0&-3 end{bmatrix}})
  1. (color{blue}{begin{bmatrix}6 & 0 -27 & 12 end{bmatrix}})
  2. (color{blue}{begin{bmatrix}-8 & 14 33 & 6 -24&-60end{bmatrix}})
  3. (color{blue}{begin{bmatrix}-10 & -20 10 & -16 18&-24end{bmatrix}})
  4. (color{blue}{begin{bmatrix}-14 & -3 -19 & 22 end{bmatrix}})
  5. (color{blue}{Undefined})
  6. (color{blue}{begin{bmatrix}8 & 4&14-14 & 8&-1710&-10&10 20&-8&26end{bmatrix}})

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