Georgia Cabinets manufactures kitchen cabinets that are sold to local dealers throughout the Southeast. Because of a large backlog of orders for oak and cherry cabinets, the company decided to contract with three smaller cabinetmakers to do the final finishing operation. For the three cabinetmakers, the number of hours required to complete all the oak cabinets, the number of hours required to complete all the cherry cabinets, the number of hours available for the final finishing operation, and the cost per hour to perform the work are shown here:     Cabinetmaker 1 Cabinetmaker 2 Cabinetmaker 3 Hours required to complete all the oak cabinets 50 44 32 Hours required to complete all the cherry cabinets 61 46 34 Hours available 35 25 30 Cost per hour $36 $43 $56   For example, Cabinetmaker 1 estimates that it will take 50 hours to complete all the oak cabinets and 61 hours to complete all the cherry cabinets. However, Cabinetmaker 1 only has 35 hours available for the final finishing operation. Thus, Cabinetmaker 1 can only complete 35/50 = 0.7, or 70%, of the oak cabinets if it worked only on oak cabinets. Similarly, Cabinetmaker 1 can only complete 35/61 = 0.57, or 57%, of the cherry cabinets if it worked only on cherry cabinets.     Formulate a linear programming model that can be used to determine the proportion of the oak cabinets and the proportion of the cherry cabinets that should be given to each of the three cabinetmakers in order to minimize the total cost of completing both projects. Let O1 = proportion of Oak cabinets assigned to cabinetmaker 1   O2 = proportion of Oak cabinets assigned to cabinetmaker 2   O3 = proportion of Oak cabinets assigned to cabinetmaker 3   C1 = proportion of Cherry cabinets assigned to cabinetmaker 1   C2 = proportion of Cherry cabinets assigned to cabinetmaker 2   C3 = proportion of Cherry cabinets assigned to cabinetmaker 3 Min O1 + O2 + O3 + C1 + C2 + C3       s.t.                               O1           C1         ≤   Hours avail. 1       O2         + C2     ≤   Hours avail. 2           O3         + C3 ≤   Hours avail. 3   O1 + O2 + O3             =   Oak               C1 + C2 + C3 =   Cherry O1, O2, O3, C1, C2, C3 ≥ 0 How do I define the objective function, as well as the final two constraints?

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Georgia Cabinets manufactures kitchen cabinets that are sold to local dealers throughout the Southeast. Because of a large backlog of orders for oak and cherry cabinets, the company decided to contract with three smaller cabinetmakers to do the final finishing operation. For the three cabinetmakers, the number of hours required to complete all the oak cabinets, the number of hours required to complete all the cherry cabinets, the number of hours available for the final finishing operation, and the cost per hour to perform the work are shown here:

 

  Cabinetmaker 1 Cabinetmaker 2 Cabinetmaker 3
Hours required to complete all the oak cabinets 50 44 32
Hours required to complete all the cherry cabinets 61 46 34
Hours available 35 25 30
Cost per hour $36 $43 $56

 

For example, Cabinetmaker 1 estimates that it will take 50 hours to complete all the oak cabinets and 61 hours to complete all the cherry cabinets. However, Cabinetmaker 1 only has 35 hours available for the final finishing operation. Thus, Cabinetmaker 1 can only complete 35/50 = 0.7, or 70%, of the oak cabinets if it worked only on oak cabinets. Similarly, Cabinetmaker 1 can only complete 35/61 = 0.57, or 57%, of the cherry cabinets if it worked only on cherry cabinets.

 

  1.  
  2. Formulate a linear programming model that can be used to determine the proportion of the oak cabinets and the proportion of the cherry cabinets that should be given to each of the three cabinetmakers in order to minimize the total cost of completing both projects.

    Let O1 = proportion of Oak cabinets assigned to cabinetmaker 1
      O2 = proportion of Oak cabinets assigned to cabinetmaker 2
      O3 = proportion of Oak cabinets assigned to cabinetmaker 3
      C1 = proportion of Cherry cabinets assigned to cabinetmaker 1
      C2 = proportion of Cherry cabinets assigned to cabinetmaker 2
      C3 = proportion of Cherry cabinets assigned to cabinetmaker 3
    Min O1 + O2 + O3 + C1 + C2 + C3      
    s.t.                            
      O1           C1           Hours avail. 1
          O2         + C2       Hours avail. 2
              O3         + C3   Hours avail. 3
      O1 + O2 + O3             =   Oak
                  C1 + C2 + C3 =   Cherry
    O1, O2, O3, C1, C2, C3 ≥ 0
    How do I define the objective function, as well as the final two constraints?
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