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Exercise 7

Avg difficulty 2.5

Suppose that a company has three plants, called Plants 1, 2, and 3, that produce milk MM and yogurt YY. For every hour of operation,

  • Plant 11 produces 20 units of milk and 15 units of yogurt.

  • Plant 22 produces 30 units of milk and 5 units of yogurt.

  • Plant 33 produces 0 units of milk and 40 units of yogurt.

  1. Suppose that x1x_1, x2x_2, and x3x_3 record the amounts of time that the three plants are operated and that MM and YY record the amount of milk and yogurt produced. If we write x=[x1x2x3]\xvec=\threevec{x_1}{x_2}{x_3} and y=[MY]\yvec = \twovec{M}{Y}, find the matrix AA that defines the matrix transformation T(x)=yT(\xvec) = \yvec.

  2. Furthermore, suppose that producing each unit of

    • milk requires 5 units of electricity and 8 units of labor.

    • yogurt requires 6 units of electricity and 10 units of labor.

    If we write the vector z=[EL]\zvec = \twovec{E}{L} to record the required amounts of electricity EE and labor LL, find the matrix BB that defines the matrix transformation S(y)=zS(\yvec) = \zvec.

  3. If x=[302010]\xvec = \threevec{30}{20}{10} describes the amounts of time that the three plants are operated, how much milk and yogurt is produced? How much electricity and labor are required?

  4. Find the matrix CC that describes the matrix transformation R(x)=zR(\xvec)=\zvec that gives the required amounts of electricity and labor when the each plants is operated an amount of time given by the vector x\xvec.

Austin, Understanding Linear Algebra, §2.5 Matrix transformations, Exercise 7

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Adapted from Understanding Linear Algebra © 2023 David Austin. Licensed under CC BY 4.0. Source: Understanding Linear Algebra. Imported at revision 3e6dced.