Exam 22: Linear Programming: The Simplex Method

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A surplus variable is added to an = constraint in order to utilize the simplex algorithm.

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List the five steps to form a dual.

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The substitution rates in the slack variable column can be used to determine the actual values of the solution mix variables if the right-hand side of a constraint is changed.What is the relationship that is used to find those values?

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Variables in the solution mix are called

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The constraint 5 X1 + 6 X2 ≤ 30,when converted to an = constraint for use in the simplex algorithm,will be 5 X1 + 6 X2 - S = 30.

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Explain how an unbounded solution is recognized when calculating the simplex tableaus.

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Table M7-1 Table M7-1   -According to Table M7-1,it is currently profitable to produce some units of X<sub>1</sub> and the current profit per unit of X<sub>1</sub> is $20.What is the lowest value that this could be to allow this variable to remain in the basis? -According to Table M7-1,it is currently profitable to produce some units of X1 and the current profit per unit of X1 is $20.What is the lowest value that this could be to allow this variable to remain in the basis?

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Table M7-3 Table M7-3   -According to Table M7-3,which is the final simplex tableau for a problem with two variables and two constraints,the 0.667 in the X<sub>1</sub> column means that -According to Table M7-3,which is the final simplex tableau for a problem with two variables and two constraints,the 0.667 in the X1 column means that

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Write the dual of the following linear program: Minimize Z = 12 X1 + 30 X2 Subject to: 32 X1 + 18 X2 ≥ 600 24 X1 + 48 X2 ≥ 800 X1,X2 ≥ 0

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A solved LP problem indicated that the optimal solution was X1 = 5,X2 = 10,A1 = 40.The first constraint was: 4X1 + 2X2 ≥ 80.This solution is:

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Explain how degeneracy is recognized when using the simplex algorithm.

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Slack and surplus variables are used in simplex only for the solution of maximization problems.

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The Cj - Zj row of a simplex tableau gives

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If,in the final optimal simplex tableau,the Cj - Zj value for a nonbasic variable is zero,this implies

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Using the simplex method,we know we have an optimal solution when

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The dual problem formulation can be solved using the same simplex process used for the primal formulation.

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The substitution rates give

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Explain how no feasible solution is recognized when using the simplex algorithm.

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A primal linear programming problem has four variables and three constraints.The dual of this will have

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In linear programs with many variables,even though we cannot graph the feasible region,the optimal solution will still lie at a "corner point."

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