Math Problem Statement

The linear programming problem has an unusual characteristic. Objective function: z = x + y

Constraints: x ≥ 0 y ≥ 0 −x + y ≤ 1 −x + 3y ≤ 5 Sketch a graph of the solution region for the problem.

The x y-coordinate plane is given. There are 4 lines and a shaded region on the graph. The first line enters the window at y = 1 on the positive y-axis, goes up and right, passes through the point (1, 2) crossing the second line, and exits the window in the first quadrant. The second line enters the window at approximately y = 1.7 on the positive y-axis, goes up and right, passes through the point (1, 2) crossing the first line, and exits the window in the first quadrant. The third line enters the window at the origin, goes horizontally right, and exits the window on the positive x-axis. The vertical line enters at the origin. The region is below the first line, below the second line, above the third line, and to the right of the vertical line.

The x y-coordinate plane is given. The graph has NO SOLUTION at the center of it.

The x y-coordinate plane is given. There are 4 lines and a shaded region on the graph. The first line enters the window at y = 1 on the positive y-axis, goes up and right, passes through the point (1, 2) crossing the second line, and exits the window in the first quadrant. The second line enters the window at approximately y = 1.7 on the positive y-axis, goes up and right, passes through the point (1, 2) crossing the first line, and exits the window in the first quadrant. The third line enters the window at the origin, goes horizontally right, and exits the window on the positive x-axis. The vertical line enters at the origin. The region is above the first line, below the second line, above the third line, and to the right of the vertical line.

The x y-coordinate plane is given. There are 4 lines and a shaded region on the graph. The first line enters the window at y = 1 on the positive y-axis, goes up and right, passes through the point (1, 2) crossing the second line, and exits the window in the first quadrant. The second line enters the window at approximately y = 1.7 on the positive y-axis, goes up and right, passes through the point (1, 2) crossing the first line, and exits the window in the first quadrant. The third line enters the window at the origin, goes horizontally right, and exits the window on the positive x-axis. The vertical line enters at the origin. The region is below the first line, above the second line, above the third line, and to the right of the vertical line.

Correct: Your answer is correct. Nicely done! Describe the unusual characteristic of the system. (Select all that apply.)

The maximum occurs at any point on the segment (0, 1) to (1, 2). The constraints do not form a bounded region. The feasible set is empty. There is an extraneous constraint. There is no minimum. Incorrect: Your answer is incorrect.

Find the minimum and maximum values of the objective function (if possible) and where they occur. (If not possible, enter IMPOSSIBLE.) The minimum value is 1

Incorrect: Your answer is incorrect. at (x, y) =

Incorrect: Your answer is incorrect.

. The maximum value is 8

Incorrect: Your answer is incorrect. at (x, y) =

Incorrect: Your answer is incorrect.

.

Solution

Let's go through the solution step-by-step to determine the feasible region, any unusual characteristics, and the minimum and maximum values for the objective function.

Step 1: Constraints Analysis and Graphing

The constraints are:

  1. x0x \geq 0: This restricts the region to the right of the yy-axis.
  2. y0y \geq 0: This restricts the region above the xx-axis.
  3. x+y1-x + y \leq 1 or yx+1y \leq x + 1: This line has a y-intercept of 11 and a slope of 11, so it passes through points like (0,1)(0, 1) and (1,2)(1, 2).
  4. x+3y5-x + 3y \leq 5 or yx3+53y \leq \frac{x}{3} + \frac{5}{3}: This line has a y-intercept of 531.67\frac{5}{3} \approx 1.67 and a slope of 13\frac{1}{3}, so it passes through points like (0,1.67)(0, 1.67) and (1,2)(1, 2).

Step 2: Graphing the Feasible Region

Based on the constraints:

  • The region lies within the first quadrant.
  • The feasible region is bounded by the lines defined by y=x+1y = x + 1 and y=x3+53y = \frac{x}{3} + \frac{5}{3}.
  • The intersection point of these two lines is (1,2)(1, 2).

Step 3: Unusual Characteristics

Let's identify the unusual characteristics from the options given:

  1. The maximum occurs at any point on the segment (0,1)(0, 1) to (1,2)(1, 2): This is true. Since the objective function is z=x+yz = x + y, points on the line segment y=x+1y = x + 1 between (0,1)(0, 1) and (1,2)(1, 2) will yield the same value, indicating multiple solutions for the maximum.
  2. The constraints do not form a bounded region: False. The constraints do form a bounded region in the first quadrant.
  3. The feasible set is empty: False. There is a feasible region.
  4. There is an extraneous constraint: False. All constraints are active in defining the feasible region.
  5. There is no minimum: True. Since the objective function z=x+yz = x + y is unbounded in the first quadrant, there is no minimum value.

So, the unusual characteristics are:

  • The maximum occurs at any point on the segment (0,1)(0, 1) to (1,2)(1, 2).
  • There is no minimum.

Step 4: Finding Minimum and Maximum Values of the Objective Function

  1. Minimum Value: Since the feasible region extends infinitely in the positive direction (along the line y=x+1y = x + 1), the minimum value of z=x+yz = x + y cannot be achieved within the region. Therefore, the minimum is IMPOSSIBLE.

  2. Maximum Value: The maximum occurs along the segment (0,1)(0, 1) to (1,2)(1, 2), and any point on this segment will yield the same value. For example:

    • At (0,1)(0, 1): z=0+1=1z = 0 + 1 = 1.
    • At (1,2)(1, 2): z=1+2=3z = 1 + 2 = 3.

    So, the maximum value is 3, and it occurs anywhere on the line segment from (0,1)(0, 1) to (1,2)(1, 2).

Summary of Answers

  • Unusual characteristics: The maximum occurs at any point on the segment (0,1)(0, 1) to (1,2)(1, 2), and there is no minimum.
  • Minimum value: IMPOSSIBLE.
  • Maximum value: 3, at any point on the segment (0,1)(0, 1) to (1,2)(1, 2).

Would you like further explanations, or have any questions about these calculations?

Here are five related questions that might be helpful:

  1. What does it mean for a linear programming problem to have no minimum?
  2. How do you determine the intersection points of two lines algebraically?
  3. What conditions create unbounded feasible regions in linear programming?
  4. Can you have multiple optimal solutions in linear programming? Why?
  5. How does the slope of constraint lines affect the shape of the feasible region?

Tip: In linear programming, check if the feasible region is bounded or unbounded; this often indicates whether minimum and maximum values exist.

Ask a new question for Free

By Image

Drop file here or Click Here to upload

Math Problem Analysis

Mathematical Concepts

Linear Programming
Graphical Method
Feasible Region
Optimization

Formulas

Objective function z = x + y
Constraint inequalities: x ≥ 0, y ≥ 0, −x + y ≤ 1, −x + 3y ≤ 5

Theorems

Feasible Region Theorem
Bounded and Unbounded Regions in Linear Programming

Suitable Grade Level

Grades 10-12