Math Problem Statement

Maximize and minimize z=3x+4y and 2x+y≥10 and x+2y≥8 and x, y≥0

Solution

To maximize and minimize z=3x+4yz = 3x + 4y subject to the constraints:

  1. 2x+y102x + y \geq 10
  2. x+2y8x + 2y \geq 8
  3. x,y0x, y \geq 0

Step 1: Identify the Feasible Region

  1. Rewrite the inequalities as equalities to find boundary lines:

    • For 2x+y=102x + y = 10:
      • When x=0x = 0: y=10y = 10
      • When y=0y = 0: x=5x = 5
      • Points: (0,10)(0, 10) and (5,0)(5, 0)
    • For x+2y=8x + 2y = 8:
      • When x=0x = 0: y=4y = 4
      • When y=0y = 0: x=8x = 8
      • Points: (0,4)(0, 4) and (8,0)(8, 0)
  2. Plot the lines and determine the feasible region, which is the area where both inequalities 2x+y102x + y \geq 10 and x+2y8x + 2y \geq 8 are satisfied along with x,y0x, y \geq 0.

  3. Find Intersection Points of the boundary lines:

    • Solve 2x+y=102x + y = 10 and x+2y=8x + 2y = 8 simultaneously:
      • From 2x+y=102x + y = 10, we get y=102xy = 10 - 2x.
      • Substitute into x+2(102x)=8x + 2(10 - 2x) = 8: x+204x=83x=12x=4x + 20 - 4x = 8 \Rightarrow -3x = -12 \Rightarrow x = 4 y=102(4)=2y = 10 - 2(4) = 2
      • Intersection point: (4,2)(4, 2)
  4. Vertices of the feasible region are (0,10)(0, 10), (5,0)(5, 0), (8,0)(8, 0), and (4,2)(4, 2).

Step 2: Evaluate z=3x+4yz = 3x + 4y at Each Vertex

  1. At (0,10)(0, 10): z=3(0)+4(10)=40z = 3(0) + 4(10) = 40

  2. At (5,0)(5, 0): z=3(5)+4(0)=15z = 3(5) + 4(0) = 15

  3. At (8,0)(8, 0): z=3(8)+4(0)=24z = 3(8) + 4(0) = 24

  4. At (4,2)(4, 2): z=3(4)+4(2)=12+8=20z = 3(4) + 4(2) = 12 + 8 = 20

Step 3: Conclusion

  • Maximum value of z=40z = 40 at (0,10)(0, 10).
  • Minimum value of z=15z = 15 at (5,0)(5, 0).

Would you like a more detailed explanation or have any questions?


Here are some additional questions for practice:

  1. How would the solution change if z=5x+3yz = 5x + 3y?
  2. What would happen if we changed one of the constraints, such as 2x+y102x + y \leq 10?
  3. How do we determine if a solution is bounded or unbounded?
  4. How would you handle a constraint like y6y \leq 6 in this problem?
  5. What if we were asked to only maximize (or only minimize) zz?

Tip: When working with linear programming, always verify the feasibility of intersection points within the constraints.

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Math Problem Analysis

Mathematical Concepts

Linear Programming
Optimization
Inequalities

Formulas

Objective function z = 3x + 4y
Constraints: 2x + y ≥ 10, x + 2y ≥ 8, x ≥ 0, y ≥ 0

Theorems

Fundamental theorem of linear programming

Suitable Grade Level

Grades 10-12