n Linear ProgrammingIn the optimal simplex table zj-cj=0 indicates
Question
n Linear ProgrammingIn the optimal simplex table zj-cj=0 indicates
Solution
In linear programming, the term zj-cj refers to the relative cost coefficients. In the context of the simplex method, zj represents the sum of the products of the coefficients of the objective function and the current solution, while cj represents the coefficients of the objective function.
When zj-cj=0, it indicates that the current solution is optimal. This is because the relative cost coefficients (zj-cj) represent the rate of improvement in the objective function per unit increase in the corresponding decision variable. When zj-cj=0, it means that increasing or decreasing the decision variable will not improve the objective function, indicating that the current solution is optimal.
Here are the steps:
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Calculate zj for each column: Multiply the values in each column by their corresponding cj values (the coefficients of the objective function), and sum them up.
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Subtract cj from zj: Subtract the cj value of each column from the corresponding zj value calculated in step 1.
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Check if zj-cj=0: If zj-cj equals zero for all decision variables, then the current solution is optimal. If not, the solution is not optimal and the simplex method needs to continue with another iteration.
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If the solution is not optimal, select the entering variable (the one with the most negative zj-cj) and continue with the next iteration of the simplex method.
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Repeat steps 1-4 until zj-cj=0 for all decision variables, indicating that the optimal solution has been found.
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