Exam 17: Linear Programming: Simplex Method

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A basic feasible solution satisfies the nonnegativity restriction.

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​What is the criterion for entering a new variable into the basis?

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​A manager for a food company is putting together a buffet and she is trying to determine the best mix of ​ crab and steak to be served. Below are variable definitions she developed including vitamin, mineral and protein requirements. Also included below is an optimal simplex tableau she obtained from her computations. She is interested in interpreting what it means. ​ Variable definitions: xl = amount of crab (oz) to be served per buffet batch x2 = amount of steak (oz) to be served per buffet batch s1 = vitamin A units provided in excess of requirements s2 = mineral units provided in excess of requirements s3 = protein units provided in excess of requirements Optimal tableau ​A manager for a food company is putting together a buffet and she is trying to determine the best mix of ​ crab and steak to be served. Below are variable definitions she developed including vitamin, mineral and protein requirements. Also included below is an optimal simplex tableau she obtained from her computations. She is interested in interpreting what it means. ​ Variable definitions: x<sub>l</sub> = amount of crab (oz) to be served per buffet batch x<sub>2</sub> = amount of steak (oz) to be served per buffet batch s<sub>1</sub> = vitamin A units provided in excess of requirements s<sub>2</sub> = mineral units provided in excess of requirements s<sub>3</sub> = protein units provided in excess of requirements Optimal tableau   ​

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​The operations research analyst for a big manufacturing firm in Oregon developed the following variable definitions for a LP maximization problem she was working on. The company was trying to determine how many consoles of each model to produce next week given each console had to go through three production departments. She obtained the following optimal simplex tableau for the problem and wanted to interpret its meaning. Variable definitions: xl = number of model 1 consoles produced x2 = number of model 2 consoles produced s1 = unused personnel hours in department 1 s2 = unused personnel hours in department 2 s3 = unused personnel hours in department 3 objective function = total profit on model 1 and model 2 consoles produced in the coming week ​ Optimal tableau ​The operations research analyst for a big manufacturing firm in Oregon developed the following variable definitions for a LP maximization problem she was working on. The company was trying to determine how many consoles of each model to produce next week given each console had to go through three production departments. She obtained the following optimal simplex tableau for the problem and wanted to interpret its meaning. Variable definitions: x<sub>l</sub> = number of model 1 consoles produced x<sub>2</sub> = number of model 2 consoles produced s<sub>1</sub> = unused personnel hours in department 1 s<sub>2</sub> = unused personnel hours in department 2 s<sub>3</sub> = unused personnel hours in department 3 objective function = total profit on model 1 and model 2 consoles produced in the coming week ​ Optimal tableau   ​

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In the simplex method, a tableau is optimal only if all the cj − zj values are

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Comment on the solution shown in this simplex tableau. Comment on the solution shown in this simplex tableau.

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What coefficient is assigned to an artificial variable in the objective function?

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The values in the cj − zj , or net evaluation, row indicate

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​Describe and illustrate graphically the special cases that can occur in a linear programming solution. What clues for these cases does the simplex procedure supply?

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The variable to remove from the current basis is the variable with the smallest positive cj − zj value.

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Artificial variables are added for the purpose of obtaining an initial basic feasible solution.

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An alternative optimal solution is indicated when in the simplex tableau

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Which is not required for a problem to be in tableau form?

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Write the following problem in tableau form. Which variables would be in the initial basis? Max x1 + 2x2 s.t. 3x1 + 4x2 ≤ 100 2x1 + 3.5x2 ≥ 60 2x1 − 1x2 = 4 x1 , x2 ≥ 0

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The coefficient of an artificial variable in the objective function is zero.

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Solve the following problem by the simplex method. Max 100x1 + 120x2 + 85x3 s.t. 3x1 + 1x2 + 6x3 ≤ 120 5x1 + 8x2 + 2x3 ≤ 160 x1 , x2 , x3 ≥ 0

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The variable to enter into the basis is the variable with the largest positive cj − zj value.

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Infeasibility exists when one or more of the artificial variables

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Which of the following is not a step that is necessary to prepare a linear programming problem for solution using the simplex method?

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When a system of simultaneous equations has more variables than equations, there is a unique solution.

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