In Exercises 57–59, graph the region determined by the constraints. Then find the maximum value of the given objective function, subject to the constraints. This is a piecewise function. Refer to the textbook.
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Graphing Systems of Inequalities
Problem 77
Textbook Question
The graphs show regions of feasible solutions. Find the maximum and minimum values of each objective function. objective function = 3x + 5y
Verified step by step guidance1
Identify the feasible region on the graph, which is the set of all points (x, y) that satisfy the given constraints. This region is typically a polygon formed by the intersection of linear inequalities.
List the coordinates of all the vertices (corner points) of the feasible region. These points are where the boundary lines intersect and are critical because the maximum and minimum values of a linear objective function occur at these vertices.
Write down the objective function, which is given as \$3x + 5y$. This function will be evaluated at each vertex to find the maximum and minimum values.
Substitute the coordinates of each vertex into the objective function \$3x + 5y$ to calculate the value of the objective function at each vertex.
Compare the calculated values from the previous step to determine which vertex gives the maximum value and which gives the minimum value of the objective function within the feasible region.
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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Feasible Region
The feasible region is the set of all points that satisfy the given constraints in a linear programming problem. It is typically represented as a polygonal area on a graph where all inequalities overlap. Understanding this region is crucial because the optimal solutions for the objective function lie within or on the boundary of this area.
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Objective Function
An objective function is a linear expression, such as 3x + 5y, that we aim to maximize or minimize. It represents a quantity of interest, like profit or cost, depending on the problem context. Evaluating this function at points in the feasible region helps identify the best possible values.
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Corner Point Method
The corner point method involves evaluating the objective function at each vertex (corner point) of the feasible region. Since the maximum or minimum values of a linear objective function occur at these vertices, this method efficiently finds optimal solutions without checking every point in the region.
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