Skill: Interpret a matrix product in context

Explanation and Free Practice Resources

A matrix product combines quantities across a shared intermediate category: each entry is a sum of products pairing entries from a row of the first matrix with corresponding entries from a column of the second. In context, the dimensions, order of the factors, and units determine what each resulting entry represents—for example, total costs by product from production quantities and per-unit costs; this interpretation concerns finite numerical matrices with contextually meaningful entries, not abstract or generalized matrix products.

Detailed Explanation: Interpret a matrix product in context

A matrix product combines matching categories. To interpret it, check that the columns of the first matrix and the rows of the second matrix refer to the same categories in the same order. Each result is found by multiplying corresponding entries and adding the products.

Suppose a bakery uses three ingredients to make two products. The matrix QQ gives the kilograms of each ingredient needed for one batch of each product:

Q=[210.5121.5]Product AProduct BQ= \begin{bmatrix} 2 & 1 & 0.5\\ 1 & 2 & 1.5 \end{bmatrix} \quad \begin{array}{l} \text{Product A}\\ \text{Product B} \end{array}

The columns are flour, sugar, and cocoa, in that order. Their costs per kilogram are:

c=[1.200.802.00]dollars per kilogramc= \begin{bmatrix} 1.20\\ 0.80\\ 2.00 \end{bmatrix} \quad\text{dollars per kilogram}

To find the ingredient cost per batch for each product, multiply QQ by cc. The dimensions are 2×32\times3 and 3×13\times1, so the product has dimensions 2×12\times1—one cost for each product.

Qc=[2(1.20)+1(0.80)+0.5(2.00)1(1.20)+2(0.80)+1.5(2.00)]=[4.205.80]Qc= \begin{bmatrix} 2(1.20)+1(0.80)+0.5(2.00)\\ 1(1.20)+2(0.80)+1.5(2.00) \end{bmatrix} = \begin{bmatrix} 4.20\\ 5.80 \end{bmatrix}

For Product A, the first entry adds the flour, sugar, and cocoa costs: 4.20.Thesecondentrygivesacostof. The second entry gives a cost of $5.80$ for Product B. Since kilograms per batch multiplied by dollars per kilogram gives dollars per batch, the entries represent ingredient cost per batch for each product.

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