Business MathematicsNEB 2075 (old course)

Solve the following L.P. problem graphically. Maximize Z = x + y subject to constraints. x + y 3 , 2x + 3y 18 , x 6 , x 0 , y 0 .

5

Answer

Solution to the Linear Programming Problem

Step 1: Identify the Objective Function and Constraints

The objective is to maximize subject to the following constraints:

0.511.522.533.540.511.522.533.54xy(1, 2)(3, 1)
Illustration of the objective function Z = x + y with example points.

Step 2: Rewrite the Inequalities for Graphical Representation

To plot the constraints, rewrite the inequalities as equations:

  1. (y-axis)
  2. (x-axis)

Step 3: Plot the Constraints

  1. :

    • When , .
    • When , .
    • Draw a solid line through (0, 3) and (3, 0) and shade the region above the line (since ).
  2. :

    • When , .
    • When , .
    • Draw a solid line through (0, 6) and (9, 0) and shade the region below the line (since ).
  3. :

    • Draw a vertical solid line at and shade the region left of the line (since ).
  4. and :

    • Only the first quadrant is considered.

Step 4: Identify the Feasible Region

The feasible region is the area where all constraints overlap. The vertices of this region are found at the intersections of the boundary lines:

  • Intersection of and : Solve simultaneously: From the first equation, . Substitute into the second: This is not feasible (since ). So, check other intersections.
12345671234567xy2x + 3y ≤ 18 (shaded below)x ≤ 6 (shaded left)
Feasible region with inequality shading directions clearly marked.
  • Intersection of and :

  • Intersection of and : So, the point is .

  • Intersection of and :

  • Intersection of and :

  • Intersection of and :

  • Intersection of and :

The feasible vertices are:

Step 5: Evaluate the Objective Function at Each Vertex

Calculate at each feasible vertex:

  • At :
  • At :
  • At :

Step 6: Determine the Maximum Value

The maximum value of is 8, achieved at the point .

12345671234567xy2x + 3y = 18x = 6x = 0(0, 3)(0, 6)(3, 4)(6, 2)
Feasible region (shaded) with all vertices marked for evaluating Z = x + y.

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