Math Problem Statement

Two oil refineries each produce three grades of petroleum, A , B and C . At each refinery, the various grades of petroleum are produced in a single operation so that they are in fixed proportions. One operation at Refinery 1 produces 2 units of A , 1 unit of B and 5 units of C . One operation at Refinery 2 produces 5 units of A , 1 unit of B and 2 units of C . Refinery 1 charges $350 for one operation, and Refinery 2 charges $200 for one operation. A consumer needs at least 540 units of A , 180 units of B and 420 units of C . How should the orders be placed if the consumer’s needs are to be met most economically? Each grade of oil, A , B and C , gives an inequality in x and y . Plot these inequalities on a graph. Enter the coordinates of the corners of the feasible region (the feasible basic solutions). Enter them in increasing order of their x -coordinate. For example, if one feasible basic solution is x=1,y=2 ; another is x=5,y=0 and a third is x=2,y=3 , you would enter (1,2), (2,3), (5,0)

Solution

We can solve this problem by translating it into a linear programming problem and then graphing the inequalities to determine the feasible region.

Step 1: Define the variables

Let:

  • xx = the number of operations at Refinery 1.
  • yy = the number of operations at Refinery 2.

Step 2: Constraints based on petroleum requirements

We know that:

  • Refinery 1 produces 22 units of AA, 11 unit of BB, and 55 units of CC per operation.
  • Refinery 2 produces 55 units of AA, 11 unit of BB, and 22 units of CC per operation.
  • The consumer needs at least 540540 units of AA, 180180 units of BB, and 420420 units of CC.

This gives us the following inequalities:

  1. For AA: 2x+5y5402x + 5y \geq 540

  2. For BB: x+y180x + y \geq 180

  3. For CC: 5x+2y4205x + 2y \geq 420

Step 3: Objective function (minimizing cost)

The total cost is: Cost=350x+200y\text{Cost} = 350x + 200y We need to minimize this cost.

Step 4: Solve the system of inequalities

We now solve the inequalities for the boundary points of the feasible region. Each inequality will form a straight line, and the region that satisfies all three constraints will be our feasible region.

Inequality 1: 2x+5y5402x + 5y \geq 540

Solve for yy: y5402x5y \geq \frac{540 - 2x}{5}

Inequality 2: x+y180x + y \geq 180

Solve for yy: y180xy \geq 180 - x

Inequality 3: 5x+2y4205x + 2y \geq 420

Solve for yy: y4205x2y \geq \frac{420 - 5x}{2}

Step 5: Plotting and finding the corner points

The three lines are:

  1. y=5402x5y = \frac{540 - 2x}{5}
  2. y=180xy = 180 - x
  3. y=4205x2y = \frac{420 - 5x}{2}

Next, we find the intersection points of these lines, which are the corner points of the feasible region.

  • To find the intersection of y=5402x5y = \frac{540 - 2x}{5} and y=180xy = 180 - x, set them equal: 5402x5=180x\frac{540 - 2x}{5} = 180 - x Solving this gives x=60x = 60, y=120y = 120.

  • To find the intersection of y=180xy = 180 - x and y=4205x2y = \frac{420 - 5x}{2}, set them equal: 180x=4205x2180 - x = \frac{420 - 5x}{2} Solving this gives x=120x = 120, y=60y = 60.

  • To find the intersection of y=5402x5y = \frac{540 - 2x}{5} and y=4205x2y = \frac{420 - 5x}{2}, set them equal: 5402x5=4205x2\frac{540 - 2x}{5} = \frac{420 - 5x}{2} Solving this gives x=180x = 180, y=0y = 0.

Thus, the coordinates of the corners of the feasible region are: (60,120),(120,60),(180,0)(60, 120), (120, 60), (180, 0)

Step 6: Conclusion

The corners of the feasible region, in increasing order of their xx-coordinate, are: (60,120),(120,60),(180,0)(60, 120), (120, 60), (180, 0)

Would you like to see the graph or have more details about how the corner points were calculated?


5 Related Questions:

  1. How do we determine which corner point gives the minimum cost?
  2. How would the solution change if the costs at the refineries were different?
  3. What happens if the consumer's petroleum needs increase?
  4. How would we handle constraints if an additional refinery is introduced?
  5. What if the proportions of petroleum grades produced at each refinery change?

Tip:

In linear programming, the minimum or maximum value of the objective function always occurs at one of the vertices (corner points) of the feasible region.

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Math Problem Analysis

Mathematical Concepts

Linear Programming
Inequalities
Optimization

Formulas

2x + 5y ≥ 540 (for grade A)
x + y ≥ 180 (for grade B)
5x + 2y ≥ 420 (for grade C)
Cost = 350x + 200y (objective function)

Theorems

Feasible Region in Linear Programming
Vertex Theorem

Suitable Grade Level

Grades 10-12