Math Problem Statement

Solve the linear programming problem by the method of corners.

Find the minimum and maximum of P = 5x + 2y subject to 3x + 5y ≥ 20 3x + y ≤ 16 −2x + y ≤ 3 x ≥ 0, y ≥ 0.

Solution

To solve this linear programming problem by the method of corners, we need to follow these steps:

  1. Identify the inequalities and plot them.
  2. Find the feasible region where all inequalities intersect, considering the constraints x0x \geq 0 and y0y \geq 0.
  3. Determine the corner points (vertices) of the feasible region.
  4. Evaluate the objective function P=5x+2yP = 5x + 2y at each corner point to find the maximum and minimum values.

Step 1: Write down the inequalities

The inequalities given are:

  1. 3x+5y203x + 5y \geq 20 (or equivalently 5y203x5y \geq 20 - 3x)
  2. 3x+y163x + y \leq 16
  3. 2x+y3-2x + y \leq 3
  4. x0x \geq 0
  5. y0y \geq 0

Step 2: Find the intersection points (corners of the feasible region)

To find the intersection points, we solve pairs of equations:

1. Intersection of 3x+5y=203x + 5y = 20 and 3x+y=163x + y = 16:

3x+5y=203x + 5y = 20 3x+y=163x + y = 16 Subtracting the second equation from the first: 4y=4y=14y = 4 \Rightarrow y = 1 Substitute y=1y = 1 into 3x+y=163x + y = 16: 3x+1=163x=15x=53x + 1 = 16 \Rightarrow 3x = 15 \Rightarrow x = 5 So, one corner point is (5,1)(5, 1).

2. Intersection of 3x+5y=203x + 5y = 20 and 2x+y=3-2x + y = 3:

3x+5y=203x + 5y = 20 2x+y=3y=3+2x-2x + y = 3 \Rightarrow y = 3 + 2x Substitute y=3+2xy = 3 + 2x into 3x+5y=203x + 5y = 20: 3x+5(3+2x)=203x + 5(3 + 2x) = 20 3x+15+10x=203x + 15 + 10x = 20 13x=5x=51313x = 5 \Rightarrow x = \frac{5}{13} Substitute x=513x = \frac{5}{13} into y=3+2xy = 3 + 2x: y=3+2(513)=3+1013=4913y = 3 + 2\left(\frac{5}{13}\right) = 3 + \frac{10}{13} = \frac{49}{13} So, another corner point is (513,4913)\left(\frac{5}{13}, \frac{49}{13}\right).

3. Intersection of 3x+y=163x + y = 16 and 2x+y=3-2x + y = 3:

3x+y=163x + y = 16 2x+y=3-2x + y = 3 Subtract the second equation from the first: 5x=13x=1355x = 13 \Rightarrow x = \frac{13}{5} Substitute x=135x = \frac{13}{5} into 3x+y=163x + y = 16: 3(135)+y=163\left(\frac{13}{5}\right) + y = 16 395+y=16y=16395=415\frac{39}{5} + y = 16 \Rightarrow y = 16 - \frac{39}{5} = \frac{41}{5} So, another corner point is (135,415)\left(\frac{13}{5}, \frac{41}{5}\right).

Step 3: Evaluate P=5x+2yP = 5x + 2y at each corner point

Let's calculate PP at each corner point:

  1. At (5,1)(5, 1): P=5(5)+2(1)=25+2=27P = 5(5) + 2(1) = 25 + 2 = 27

  2. At (513,4913)\left(\frac{5}{13}, \frac{49}{13}\right): P=5(513)+2(4913)=2513+9813=123139.46P = 5\left(\frac{5}{13}\right) + 2\left(\frac{49}{13}\right) = \frac{25}{13} + \frac{98}{13} = \frac{123}{13} \approx 9.46

  3. At (135,415)\left(\frac{13}{5}, \frac{41}{5}\right): P=5(135)+2(415)=13+825=13+16.4=29.4P = 5\left(\frac{13}{5}\right) + 2\left(\frac{41}{5}\right) = 13 + \frac{82}{5} = 13 + 16.4 = 29.4

Step 4: Conclusion

The minimum and maximum values of PP are:

  • Minimum P9.46P \approx 9.46 at (513,4913)\left(\frac{5}{13}, \frac{49}{13}\right).
  • Maximum P=29.4P = 29.4 at (135,415)\left(\frac{13}{5}, \frac{41}{5}\right).

Would you like a further breakdown of any step?

Related Questions

  1. How can the graphical method of linear programming help visualize constraints?
  2. What are the practical applications of the corner-point method?
  3. How would the solution change if we wanted to maximize a different objective function?
  4. What is the role of slack variables in linear programming?
  5. How can we interpret dual variables in this problem?

Tip: Always re-check the feasible region to ensure all inequalities are correctly considered before solving.

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Math Problem Analysis

Mathematical Concepts

Linear Programming
Inequalities
Feasible Region
Objective Function
Corner-Point Method

Formulas

P = 5x + 2y
System of inequalities: 3x + 5y ≥ 20, 3x + y ≤ 16, -2x + y ≤ 3

Theorems

Corner-Point Theorem
Linear Inequality Intersection

Suitable Grade Level

Grades 10-12