Math Problem Statement
Find the minimum value of f(x1,x2)=5x1+x2 subject to the following constraints. Write the exact answer. Do not round. If the function has no minimum value, write None.
{3x1+4x24x1+x2≥13≥5
Solution
We need to minimize subject to the given constraints. Let’s carefully rewrite the constraints and analyze the problem.
Problem Formulation
Constraints:
Step 1: Convert the constraints to equalities for corner points
To find the feasible region, we solve the system of linear inequalities. The feasible region's corner points are intersections of the constraint lines and the axes.
Equation 1:
- When : .
- When : .
So, the line intersects at points and .
Equation 2:
- When : .
- When : .
So, the line intersects at points and .
Step 2: Find the intersection of the two lines
Solve the system:
From the second equation, . Substitute this into the first equation: Substitute into :
So, the intersection point is:
Step 3: Evaluate at each vertex of the feasible region
Vertices of the feasible region are:
Vertex 1:
Vertex 2:
Vertex 3:
Vertex 4:
Vertex 5:
Step 4: Find the minimum value
The values of at the vertices are:
The smallest value is , which occurs at .
Final Answer:
The minimum value is:
Do you have any questions or would you like further clarification? Here are related questions for further practice:
- How do you identify the feasible region in a linear programming problem?
- What is the graphical interpretation of the intersection point of two constraints?
- How do you determine if a feasible region is bounded or unbounded?
- Can you describe the role of corner points in finding the optimal solution?
- What changes if one of the constraints is a strict inequality?
Tip: Always check if the feasible region is bounded before concluding whether a minimum or maximum exists.
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Math Problem Analysis
Mathematical Concepts
Linear Programming
Optimization
Inequalities
Feasible Region
Formulas
f(x1, x2) = 5x1 + x2
3x1 + 4x2 = 13
4x1 + x2 = 5
Theorems
Fundamental Theorem of Linear Programming
Corner Point Theorem
Suitable Grade Level
Grades 11-12 or College Introductory Mathematics
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