Exam 22: Linear Programming

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The region that satisfies the constraint 4X + 15Z ≥ 1000 includes the origin of the graph.

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Suppose that a chemical manufacturer is deciding how to mix two chemicals, A and B. A costs $5/gram and B costs $4/gram if they are ordered above the current supply level. There are currently 40 grams of A and 30 grams of B that must be used in the mix or they will expire. If a customer wants 1 kg of the mix with at least 40% A but no more than 55% A, how many grams of each chemical should be included in the mix?

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Students should start by using all of the A and B supplies on hand. This totals 70grams and means that 930 grams will need to be ordered. A must have between 400 and 550 grams while B will be 1000-A grams. Removing the already assigned supplies gives that
A (ordered) between 360 and 510
B(ordered) = 930-A => A+B=930
Students should then recognize that the corner points lie where A=360 (ordered), B=570 (ordered) and A = 510 (ordered) and B = 420 (ordered). Using the corner-point approach, the total cost will be minimized at one of these two locations.
TC(A=360 ordered) = 360*5+570*4 = $4080
TC(A=510 ordered) = 510*5+420*4 = $4230
Thus the manufacturer should order 360 grams of A and 570 grams of B. Mixing these ordered supplies with the on hand inventory (treated as being free since it will expire) would give a mix of 400 grams of A and 600 grams of B.

A shadow price (or dual value) reflects which of the following in a maximization problem?

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Sensitivity analysis of linear programming solutions can use trial and error or the analytic postoptimality method.

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A maximizing linear programming problem has two constraints: 2X + 4Y < 100 and 3X + 10Y < 210, in addition to constraints stating that both X and Y must be nonnegative. The corner points of the feasible region of this problem are

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A linear programming problem has three constraints: 2X + 10Y ≤ 1004X + 6Y ≤ 1206X + 3Y ≤ 90 What is the largest quantity of X that can be made without violating any of these constraints?

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Explain how to use the iso-profit line in a graphical maximization problem.

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In sensitivity analysis, a zero shadow price (or dual value) for a resource ordinarily means that

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What are the requirements of all linear programming problems?

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For the two constraints given below, which point is in the feasible region of this minimization problem? (1) 14x + 6y > 42 \quad \quad (2) x - y > 3

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The graphical method of solving linear programming can handle only maximizing problems.

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A manager must decide on the mix of products to produce for the coming week. Product A requires three minutes per unit for molding, two minutes per unit for painting, and one minute for packing. Product B requires two minutes per unit for molding, four minutes for painting, and three minutes per unit for packing. There will be 600 minutes available for molding, 600 minutes for painting, and 420 minutes for packing. Both products have contributions of $1.50 per unit. a. Algebraically state the objective and constraints of this problem. b. Plot the constraints on the grid below and identify the feasible region. A manager must decide on the mix of products to produce for the coming week. Product A requires three minutes per unit for molding, two minutes per unit for painting, and one minute for packing. Product B requires two minutes per unit for molding, four minutes for painting, and three minutes per unit for packing. There will be 600 minutes available for molding, 600 minutes for painting, and 420 minutes for packing. Both products have contributions of $1.50 per unit. a. Algebraically state the objective and constraints of this problem. b. Plot the constraints on the grid below and identify the feasible region.

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Suppose that a constraint for assembly time has a shadow price of $50/hour for 15 hours in either direction and that all available assembly time is currently used (would require overtime to do more). If the salary of workers is $30 and they receive 50% extra pay for overtime what should management do?

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Constraints are needed to solve linear programming problems by hand, but not by computer.

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A firm makes two products, Y and Z. Each unit of Y costs $10 and sells for $40. Each unit of Z costs $5 and sells for $25. If the firm's goal were to maximize profit, the appropriate objective function would be

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The optimal solution to a linear programming problem is within the feasible region.

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Suppose that a maximization LP problem has corners of (0,0), (5,0), and (0,5). How many possible combinations of X and Y will yield the maximum profit if profit is given to be 5X+5Y?

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A synonym for shadow price is __________.

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The region which satisfies all of the constraints in graphical linear programming is called the

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A linear programming problem has two constraints 2X + 4Y ≥ 100 and 1X + 8Y ≤ 100, plus nonnegativity constraints on X and Y. Which of the following statements about its feasible region is true?

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