Math Problem Statement

z equals 10 x plus 10 yz=10x+10y

subject to

7 x plus 9 y7x+9y

greater than or equals≥126126

16 x minus 11 y16x−11y

greater than or equals≥6767

x plus yx+y

less than or equals≤4343

xx

greater than or equals≥0

y

greater than or equals≥0 what points corresponds with the maximum z value

Solution

To find the point that corresponds with the maximum value of z=10x+10yz = 10x + 10y given the constraints:

  1. 7x+9y1267x + 9y \geq 126
  2. 16x11y6716x - 11y \geq 67
  3. x+y43x + y \leq 43
  4. x0x \geq 0
  5. y0y \geq 0

We can solve this as a linear programming problem using the method of vertices (corner points). Here's how to proceed:

Step 1: Identify the corner points

We need to find the intersection points (corner points) of the constraints, which will be candidates for the maximum value of zz.

Step 2: Solve the system of inequalities

  1. Intersection of 7x+9y=1267x + 9y = 126 and 16x11y=6716x - 11y = 67:

    • Solve these two equations simultaneously to find the intersection point.
  2. Intersection of 7x+9y=1267x + 9y = 126 and x+y=43x + y = 43:

    • Solve these two equations simultaneously to find the intersection point.
  3. Intersection of 16x11y=6716x - 11y = 67 and x+y=43x + y = 43:

    • Solve these two equations simultaneously to find the intersection point.
  4. Check the boundary points where the constraints intersect the xx- and yy-axes.

Step 3: Evaluate zz at each corner point

Once we have the coordinates of all relevant corner points, we substitute them into the objective function z=10x+10yz = 10x + 10y to find the maximum value.

Let's calculate the intersection points and then evaluate zz at each one.The intersection points of the constraints are as follows:

  1. Intersection of 7x+9y=1267x + 9y = 126 and 16x11y=6716x - 11y = 67: (x,y)=(9,7)(x, y) = (9, 7)
  2. Intersection of 7x+9y=1267x + 9y = 126 and x+y=43x + y = 43: (x,y)=(2612,1752)(x, y) = \left(\frac{261}{2}, \frac{-175}{2}\right) (Note: This point is not valid as it has negative yy, which violates the y0y \geq 0 constraint)
  3. Intersection of 16x11y=6716x - 11y = 67 and x+y=43x + y = 43: (x,y)=(20,23)(x, y) = (20, 23)

Next, we'll evaluate the objective function z=10x+10yz = 10x + 10y at the valid corner points to find the maximum zz.The objective function z=10x+10yz = 10x + 10y evaluated at the valid points yields the following:

  1. At (x,y)=(9,7)(x, y) = (9, 7), z=160z = 160.
  2. At (x,y)=(20,23)(x, y) = (20, 23), z=430z = 430.

Conclusion:

The point (20,23)(20, 23) corresponds to the maximum value of zz, which is 430430.

Would you like further details or have any questions?

Additional Questions:

  1. How would the solution change if the coefficients in the objective function were different?
  2. What happens if we change one of the inequalities, like making x+y43x + y \geq 43?
  3. Can this method be applied if the constraints are non-linear?
  4. How do we interpret the results in a real-world scenario?
  5. What is the geometric significance of the corner points in linear programming?

Tip:

When solving linear programming problems, always check if all points meet the non-negativity constraints (x0x \geq 0 and y0y \geq 0) before evaluating the objective function.

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Math Problem Analysis

Mathematical Concepts

Linear Programming
Constraints
Objective Function
Corner Points Method

Formulas

Objective function: z = 10x + 10y

Theorems

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Suitable Grade Level

Advanced High School