Subjects linear programming

Dual Problem 837A75

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Question: User: Question 3, 6.3.11 Part 1 of 2 In the following problem, a minimization problem, the corresponding dual problem, and the Minimize C = 21x1 + 50x2 Maximize P = 36y1 + 51y2 subject to 2x1 + 5x2 \geq 36 subject to 2y1 + 3y2 \leq 21 3x1 + 7x2 \geq 51 5y1 + 7y2 \leq 50 x1, x2 \geq 0 y1, y2 \geq 0 y1 y2 x1 x2 P 0 1 5 -2 0 5 1 0 -7 3 0 3 0 0 3 6 1 363 a. Find the optimal solution of the dual problem Maximum of P = 363 y1 = 3 y2 =
1. **State the problem:** We are given a dual linear programming problem: Maximize $$P = 36y_1 + 51y_2$$ subject to $$2y_1 + 3y_2 \leq 21$$ $$5y_1 + 7y_2 \leq 50$$ $$y_1, y_2 \geq 0$$ We want to find the optimal solution $(y_1, y_2)$ that maximizes $$P$$. 2. **Given tableau:** \begin{align*} &\begin{array}{c|ccccc|c} & y_1 & y_2 & x_1 & x_2 & P & \text{RHS} \\ \hline \text{Row 1} & 0 & 1 & 5 & -2 & 0 & 5 \\ \text{Row 2} & 1 & 0 & -7 & 3 & 0 & 3 \\ \text{Row 3} & 0 & 0 & 3 & 6 & 1 & 363 \\ \end{array} \end{align*} 3. **Interpretation:** - The tableau shows the current basic variables and their values. - The last row shows the value of $$P = 363$$. - From the tableau, the basic variables are $$y_1$$ and $$y_2$$ with values given by the RHS of rows 2 and 1 respectively. 4. **Read values from tableau:** - From Row 2: $$y_1 = 3$$ - From Row 1: $$y_2 = 5$$ 5. **Check feasibility:** - Check constraints: - $$2y_1 + 3y_2 = 2(3) + 3(5) = 6 + 15 = 21 \leq 21$$ (satisfied) - $$5y_1 + 7y_2 = 5(3) + 7(5) = 15 + 35 = 50 \leq 50$$ (satisfied) 6. **Conclusion:** - The optimal solution of the dual problem is: $$y_1 = 3$$ $$y_2 = 5$$ - The maximum value of $$P$$ is: $$P = 363$$ **Final answer:** $$\boxed{y_1 = 3, \quad y_2 = 5, \quad \max P = 363}$$