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This text introduces linear programming and demonstrates how to solve a system of inequalities and maximize profit using linear programming. It includes examples and step-by-step explanations.
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Warm-Up Graph the following system of inequalities. Find the coordinates at each vertices.
Linear Programming 1.6 (M3) p. 30
Vocabulary • Linear programming: maximizing/minimizing a linear objective function. • Objective function: gives quantity that is to maximized or minimized and subject to constraints • Constraints: boundaries of a function • Feasible region: solution area shaded when all constraints are graphed • If bounded (definite shape) then it has a max./min. • The max./min are the vertices.—This is what you substitute into your objective function.
Find the minimum value and the maximum value of the objective function C=3x+2y subject to the following constraints. • Graph the inequalities • Identify the vertices. • Evaluate the function at each vertices looking for the max./min.
Find the minimum value and the maximum value of the objective function C= 4x + 3y subject to the following constraints. Min.: 0, Max.: 32
Find the minimum value and the maximum value of the objective function C= 7x + 5y subject to the following constraints. Min.: 14, Max.: 44
Find the minimum value and the maximum value of the objective function C= 2x + 8y subject to the following constraints. Min.: 0, Max.: 56
Use Linear Programming to maximize profit • Wagons are sold at a craft fair. It takes 4 hours to make a small one and 6 hours to make a large one. The owner will make a profit of $12 for a small wagon and $20 for a large one. He has no more than 60 hours available to make the wagons and wants to have at least 6 small wagons to sell. How many of each size should be made to maximize the profit? • Let x = # of small wagons; y = # of large • Write the equation for profit: • Constraints: • small wagon • Large wagon • Number of hours:
Use Linear Programming to maximize profit Let x = # of small wagons; y = # of large • Write the equation for profit: P = 12x + 20y • Constraints: • small wagon: • Large wagon • Number of hours:
Use Linear Programming to maximize profit Rework the problem if the owner has no more than 40 hours and wants to have at least 4 small wagons to sell.
A storeowner wants to limit the weekly payroll to $960. Employees working regular hours receive $4 per hour, and employees working overtime receive $6 per hour. On the average the store makes $18 for each regular hour of employee work and $32 on each over time hour of employee work. If overtime hours are restricted to at most 2/3 of the regular hours, how should the owner schedule working hours to maximize profit?