Math Problem Statement
maximize P=8x+15y when 5x+y≤10, 1x+5y≤15, x≥0, y≥0
Solution
To maximize subject to the constraints:
we can use the method of linear programming to find the optimal values of and .
Step 1: Identify the feasible region
The constraints define the region in which and can vary. Let’s examine each inequality:
-
Constraint 1:
- Rewrite as , which is a line with slope -5 and y-intercept 10.
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Constraint 2:
- Rewrite as , which is a line with slope and y-intercept 3.
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Non-negativity constraints: and
- These constrain the solution to the first quadrant.
Step 2: Find the corner points
The feasible region is bounded by the intersection of the lines defined by these constraints. We calculate the intersections:
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Intersection of and :
- Solve these equations simultaneously.
- Multiply the second equation by 5 to eliminate :
- Subtract the first equation from the second:
- Substitute into the first equation:
So, one vertex is approximately .
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Intersection of and :
- Set in :
- This gives the point .
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Intersection of and :
- Set in :
- This gives the point .
The vertices of the feasible region are approximately , , and .
Step 3: Evaluate at each vertex
-
At :
-
At :
-
At :
Conclusion
The maximum value of occurs at , where .
Let me know if you'd like further details or have any questions!
- How do you graph the constraints to visualize the feasible region?
- Why is the feasible region bounded by the constraints?
- What is the purpose of checking each vertex in linear programming?
- How would this problem change if an additional constraint was added?
- How does the slope of each constraint line affect the feasible region?
Tip: When solving linear programming problems, always check the vertices of the feasible region for optimal solutions.
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Math Problem Analysis
Mathematical Concepts
Linear Programming
Inequalities
Optimization
Formulas
Objective function: P = 8x + 15y
Linear inequalities
Theorems
Fundamental Theorem of Linear Programming (Corner Point Theorem)
Suitable Grade Level
Grades 11-12
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