Math Problem Statement
Superbats Inc. manufactures two different types of wood baseball bats, the Homer-Hitter and the Big Timber. The Homer-Hitter takes 8 hours to trim and turn on the lathe and 2 hours to finish. Each Homer-Hitter sold makes a profit of $17. The Big Timber takes 5 hours to trim and turn on the lathe and 5 hours to finish, and its profit is $29. The total time available for trimming and lathing is 80 hours. The total available time for finishing is 50 hours.
Solution
This problem is about optimizing the production of two types of bats, Homer-Hitter and Big Timber, to maximize profit while considering the available hours for trimming, lathing, and finishing. We can set it up as a linear programming problem. Let's define the variables and constraints.
Variables:
- Let be the number of Homer-Hitter bats produced.
- Let be the number of Big Timber bats produced.
Objective Function:
The goal is to maximize the total profit, which can be expressed as: Where:
- Profit per Homer-Hitter bat = $17
- Profit per Big Timber bat = $29
Constraints:
-
Trimming and lathing constraint: The total time available for trimming and lathing is 80 hours. The Homer-Hitter takes 8 hours, and the Big Timber takes 5 hours.
-
Finishing constraint: The total available time for finishing is 50 hours. The Homer-Hitter takes 2 hours to finish, and the Big Timber takes 5 hours.
-
Non-negativity constraint: The number of bats produced cannot be negative.
Linear Programming Model:
Maximize:
Subject to:
This forms a standard linear programming model. The next step would be to solve this system either graphically (by plotting the constraints) or using a method like the Simplex algorithm to find the optimal values for and .
Would you like me to solve this graphically or numerically? Alternatively, I can explain the Simplex method if you're interested.
Related Questions:
- How can we graphically solve this linear programming problem?
- What is the Simplex method and how does it apply to this problem?
- What happens if the available hours for trimming and lathing are increased?
- How would the solution change if the profit margins for each bat type were different?
- What if we introduce a third type of bat with different production requirements?
Tip:
In linear programming problems, always check the feasibility of the constraints before solving to ensure that the problem can have a solution.
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Math Problem Analysis
Mathematical Concepts
Linear Programming
Optimization
Inequalities
Formulas
Objective function: Maximize P = 17x + 29y
Trimming and lathing constraint: 8x + 5y ≤ 80
Finishing constraint: 2x + 5y ≤ 50
Non-negativity constraint: x ≥ 0, y ≥ 0
Theorems
Linear programming constraints and optimization techniques
Suitable Grade Level
Grades 11-12, Undergraduate
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