Math Problem Statement
Solution
The task is to minimize the function over the bounded feasible region shown in the graph. Let’s solve this step-by-step:
Step 1: Identify the vertices of the feasible region
The graph represents a polygon-shaped region where constraints are met. From the graph:
- The vertices of the feasible region are points where the constraint lines intersect.
- The coordinates of these vertices are essential because the minimum or maximum of a linear function occurs at one of these points.
From the graph, the vertices seem to be approximately:
Step 2: Evaluate the function at each vertex
Substitute each vertex into the function :
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At :
-
At :
-
At :
-
At :
Step 3: Determine the minimum value
The function values at the vertices are:
- At :
- At :
- At :
- At :
The minimum value is , occurring at .
Final Answer:
The minimum value of is , achieved at the point .
Do you want me to explain any of the steps in more detail?
Here are 5 related questions for practice:
- How do you determine the feasible region from constraints?
- Why do the minima and maxima of linear functions occur at vertices of the feasible region?
- Can you formulate a linear programming problem with similar constraints and solve it?
- What happens if the feasible region is unbounded?
- How would you solve this problem if the objective function were ?
Tip: Always check the feasibility of each vertex by verifying that it satisfies all constraints before evaluating the objective function.
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Math Problem Analysis
Mathematical Concepts
Linear Programming
Optimization
Feasible Regions
Vertices of a Polygon
Formulas
Objective Function: Z = -4x - 5y
Theorems
Fundamental Theorem of Linear Programming: The optimal solution occurs at a vertex of the feasible region.
Suitable Grade Level
Grades 10-12
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