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Solve the LPP graphically. Minimize Z = 3x + 5y, Subject to constraints

  • 2x + 3y ≥ 12
  • -x + y ≤ 3
  • x ≤ 4
  • y ≥ 3

Aniket Singh , 4 Months ago
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anser 1 Answers
Askiitians Tutor Team

To solve the linear programming problem (LPP) graphically, we need to minimize the objective function Z = 3x + 5y under the given constraints. Here’s how to approach it step by step:

Step 1: Identify the Constraints

The constraints provided are:

  • 2x + 3y ≥ 12
  • -x + y ≤ 3
  • x ≤ 4
  • y ≥ 3

Step 2: Convert Inequalities to Equations

To graph the constraints, convert each inequality into an equation:

  • 2x + 3y = 12
  • -x + y = 3
  • x = 4
  • y = 3

Step 3: Graph the Lines

Plot each line on a graph:

  • For 2x + 3y = 12, find intercepts: (6, 0) and (0, 4).
  • For -x + y = 3, find intercepts: (0, 3) and (3, 0).
  • For x = 4, draw a vertical line at x = 4.
  • For y = 3, draw a horizontal line at y = 3.

Step 4: Determine the Feasible Region

Shade the appropriate areas based on the inequalities:

  • Above the line 2x + 3y = 12.
  • Below the line -x + y = 3.
  • Left of the line x = 4.
  • Above the line y = 3.

The feasible region is where all shaded areas overlap.

Step 5: Identify Corner Points

Find the coordinates of the corner points of the feasible region. These points are where the lines intersect:

  • Intersection of 2x + 3y = 12 and -x + y = 3.
  • Intersection of 2x + 3y = 12 and x = 4.
  • Intersection of -x + y = 3 and y = 3.
  • Intersection of x = 4 and y = 3.

Step 6: Evaluate the Objective Function

Calculate Z = 3x + 5y at each corner point:

  • At (0, 4): Z = 3(0) + 5(4) = 20
  • At (4, 0): Z = 3(4) + 5(0) = 12
  • At (4, 3): Z = 3(4) + 5(3) = 27
  • At (3, 3): Z = 3(3) + 5(3) = 24

Step 7: Find the Minimum Value

Compare the values of Z calculated at each corner point. The minimum value occurs at:

Minimum Z = 12 at the point (4, 0).

This graphical method allows you to visualize the constraints and find the optimal solution effectively.

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