Math Problem Statement

Determine graphically the minimum value of the objective function

Z = – 50x + 20y....... (1)

subject to the constraints:

2x – y ≥ – 5........ (2)

3x + y ≥ 3....... (3)

2x – 3y ≤ 12...... (4)

x ≥ 0, y ≥ 0

Solution

To determine the minimum value of the objective function Z=50x+20yZ = -50x + 20y graphically, we follow these steps:

Step 1: Write the constraints as equations

The given inequalities can be rewritten as equations to plot them on a graph:

  1. 2xy=52x - y = -5 (from 2xy52x - y \geq -5)
  2. 3x+y=33x + y = 3 (from 3x+y33x + y \geq 3)
  3. 2x3y=122x - 3y = 12 (from 2x3y122x - 3y \leq 12)
  4. x0x \geq 0 (non-negativity constraint)
  5. y0y \geq 0 (non-negativity constraint)

Step 2: Plot the lines corresponding to the constraints

  • For each constraint, we find the intercepts to plot the lines on the coordinate plane.
    1. For 2xy=52x - y = -5:

      • x=0y=5x = 0 \Rightarrow y = 5
      • y=0x=52y = 0 \Rightarrow x = -\frac{5}{2}
    2. For 3x+y=33x + y = 3:

      • x=0y=3x = 0 \Rightarrow y = 3
      • y=0x=1y = 0 \Rightarrow x = 1
    3. For 2x3y=122x - 3y = 12:

      • x=0y=4x = 0 \Rightarrow y = -4
      • y=0x=6y = 0 \Rightarrow x = 6

Step 3: Identify the feasible region

The feasible region is the area where all the inequalities overlap, including the non-negativity constraints x0x \geq 0 and y0y \geq 0. This is where the solution lies.

Step 4: Locate the corner points

The minimum or maximum value of a linear objective function occurs at one of the corner points of the feasible region. We'll find the intersection points of the lines.

  1. Intersection of 2xy=52x - y = -5 and 3x+y=33x + y = 3: Solve these two equations simultaneously.

  2. Intersection of 3x+y=33x + y = 3 and 2x3y=122x - 3y = 12: Solve these two equations simultaneously.

  3. Intersection of 2xy=52x - y = -5 and 2x3y=122x - 3y = 12: Solve these two equations simultaneously.

Step 5: Evaluate the objective function at the corner points

After finding the corner points, substitute their coordinates into the objective function Z=50x+20yZ = -50x + 20y to determine the value of ZZ at each point.

Step 6: Conclusion

The corner point where ZZ is the minimum will give the minimum value of the objective function.

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Math Problem Analysis

Mathematical Concepts

Linear Programming
Graphical Method
Objective Function
Inequalities

Formulas

Objective function: Z = -50x + 20y
Constraints: 2x - y ≥ -5, 3x + y ≥ 3, 2x - 3y ≤ 12, x ≥ 0, y ≥ 0

Theorems

Corner Point Theorem

Suitable Grade Level

Grades 11-12