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Find the maximum and minimum values of f...

Find the maximum and minimum values of `f: 2x + y` subject to the constraints :
`x + 3y ge 6, x - 3y le3, 3x + 4y le 24`,
`-3x + 2y le 6, 5x + y ge 5, x, y ge 0`.

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To find the maximum and minimum values of the function \( f = 2x + y \) subject to the given constraints, we will follow these steps: ### Step 1: Identify the Constraints The constraints given are: 1. \( x + 3y \geq 6 \) 2. \( x - 3y \leq 3 \) 3. \( 3x + 4y \leq 24 \) 4. \( -3x + 2y \leq 6 \) 5. \( 5x + y \geq 5 \) 6. \( x \geq 0 \) 7. \( y \geq 0 \) ### Step 2: Convert Inequalities to Equations To graph the constraints, we convert each inequality into an equation: 1. \( x + 3y = 6 \) 2. \( x - 3y = 3 \) 3. \( 3x + 4y = 24 \) 4. \( -3x + 2y = 6 \) 5. \( 5x + y = 5 \) ### Step 3: Find Intercepts For each equation, we will find the x-intercept and y-intercept: 1. For \( x + 3y = 6 \): - x-intercept: \( (6, 0) \) - y-intercept: \( (0, 2) \) 2. For \( x - 3y = 3 \): - x-intercept: \( (3, 0) \) - y-intercept: \( (0, -1) \) (not relevant since \( y \geq 0 \)) 3. For \( 3x + 4y = 24 \): - x-intercept: \( (8, 0) \) - y-intercept: \( (0, 6) \) 4. For \( -3x + 2y = 6 \): - x-intercept: \( (-2, 0) \) (not relevant since \( x \geq 0 \)) - y-intercept: \( (0, 3) \) 5. For \( 5x + y = 5 \): - x-intercept: \( (1, 0) \) - y-intercept: \( (0, 5) \) ### Step 4: Graph the Constraints Plot the lines on a graph and shade the feasible region based on the inequalities: - For \( x + 3y \geq 6 \), shade above the line. - For \( x - 3y \leq 3 \), shade below the line. - For \( 3x + 4y \leq 24 \), shade below the line. - For \( -3x + 2y \leq 6 \), shade below the line. - For \( 5x + y \geq 5 \), shade above the line. ### Step 5: Identify the Feasible Region The feasible region is where all shaded areas overlap, and it must be bounded by the axes \( x \geq 0 \) and \( y \geq 0 \). ### Step 6: Find Corner Points Determine the corner points of the feasible region by solving the equations of the lines where they intersect: 1. Intersection of \( x + 3y = 6 \) and \( x - 3y = 3 \): - Solve the system: - \( x + 3y = 6 \) - \( x - 3y = 3 \) - Adding both equations gives \( 2x = 9 \) → \( x = 4.5 \) - Substitute \( x \) back to find \( y \): \( 4.5 + 3y = 6 \) → \( 3y = 1.5 \) → \( y = 0.5 \) - Point: \( (4.5, 0.5) \) 2. Intersection of \( 3x + 4y = 24 \) and \( x - 3y = 3 \): - Solve the system: - \( 3x + 4y = 24 \) - \( x - 3y = 3 \) - Substitute \( x = 3 + 3y \) into the first equation: - \( 3(3 + 3y) + 4y = 24 \) - \( 9 + 9y + 4y = 24 \) → \( 13y = 15 \) → \( y = \frac{15}{13} \) - Substitute back to find \( x \): \( x = 3 + 3(\frac{15}{13}) = \frac{84}{13} \) - Point: \( \left(\frac{84}{13}, \frac{15}{13}\right) \) 3. Other intersections can be calculated similarly. ### Step 7: Evaluate the Objective Function Evaluate \( f = 2x + y \) at each corner point: 1. At \( (6, 0) \): \( f = 2(6) + 0 = 12 \) 2. At \( (8, 0) \): \( f = 2(8) + 0 = 16 \) 3. At \( (4.5, 0.5) \): \( f = 2(4.5) + 0.5 = 9.5 \) 4. At \( \left(\frac{84}{13}, \frac{15}{13}\right) \): - \( f = 2\left(\frac{84}{13}\right) + \frac{15}{13} = \frac{168 + 15}{13} = \frac{183}{13} \approx 14.08 \) ### Step 8: Determine Maximum and Minimum - Maximum value occurs at \( (8, 0) \) with \( f = 16 \). - Minimum value occurs at \( (4.5, 0.5) \) with \( f = 9.5 \). ### Final Result - Maximum value of \( f \) is \( 16 \) at \( (8, 0) \). - Minimum value of \( f \) is \( 9.5 \) at \( (4.5, 0.5) \).
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