Math Problem Statement
Solve the linear programming problem by the method of corners.
Find the minimum and maximum of P = 5x + 2y subject to 3x + 5y ≥ 20 3x + y ≤ 16 −2x + y ≤ 3 x ≥ 0, y ≥ 0.
Solution
To solve this linear programming problem by the method of corners, we need to follow these steps:
- Identify the inequalities and plot them.
- Find the feasible region where all inequalities intersect, considering the constraints and .
- Determine the corner points (vertices) of the feasible region.
- Evaluate the objective function at each corner point to find the maximum and minimum values.
Step 1: Write down the inequalities
The inequalities given are:
- (or equivalently )
Step 2: Find the intersection points (corners of the feasible region)
To find the intersection points, we solve pairs of equations:
1. Intersection of and :
Subtracting the second equation from the first: Substitute into : So, one corner point is .
2. Intersection of and :
Substitute into : Substitute into : So, another corner point is .
3. Intersection of and :
Subtract the second equation from the first: Substitute into : So, another corner point is .
Step 3: Evaluate at each corner point
Let's calculate at each corner point:
-
At :
-
At :
-
At :
Step 4: Conclusion
The minimum and maximum values of are:
- Minimum at .
- Maximum at .
Would you like a further breakdown of any step?
Related Questions
- How can the graphical method of linear programming help visualize constraints?
- What are the practical applications of the corner-point method?
- How would the solution change if we wanted to maximize a different objective function?
- What is the role of slack variables in linear programming?
- How can we interpret dual variables in this problem?
Tip: Always re-check the feasible region to ensure all inequalities are correctly considered before solving.
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Math Problem Analysis
Mathematical Concepts
Linear Programming
Inequalities
Feasible Region
Objective Function
Corner-Point Method
Formulas
P = 5x + 2y
System of inequalities: 3x + 5y ≥ 20, 3x + y ≤ 16, -2x + y ≤ 3
Theorems
Corner-Point Theorem
Linear Inequality Intersection
Suitable Grade Level
Grades 10-12
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