economics

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LinearProgramming1.docx

In this assignment, you will formulate and solve the mathematical problems using python in google colab. You will submit two files:

1. A word file with the mathematical formulations of the problems,

2. An excel file with solutions of each problem.

1. Use Microsoft Excel solver to solve the following problem. Report the decision variable values and objective value.

2. The Simpson’s & Sons Financial Company is introducing two new product lines: special risk insurance and mortgages. The expected profit is $5 per unit on special risk insurance and $2 per unit on mortgages.

Management wishes to establish sales quotas for the new product lines to maximize total expected profit. The work requirements are as follows:

Work-Hours per Unit

Department

Special Risk

Mortgage

Work-Hours Available

Underwriting

3

2

2400

Administration

0

1

800

Claims

2

0

1200

a. Formulate a linear programming model for this problem (You need to clearly define decision variables, generate the objective function and constraints).

b. Solve the problem using excel solver. Report the decision variable and objective values.

c. Check the sensitivity analysis report. Analyze the shadow prices.

3. Jason has decided to go on a steady diet of only steak and potatoes (plus some liquids and vitamin supplements) for all his meals. He realizes that this isn't the healthiest diet, so he wants to make sure that he eats the right quantities of the two foods to satisfy some key nutritional requirements. He has obtained the nutritional and cost information shown at the top of the next column.

Grams of Ingredient per Serving

Ingredient

Steak

Potatoes

Daily Requirement (Grams)

Carbohydrates

5

15

≥ 50

Protein

20

5

≥ 40

Fat

15

2

≤ 60

Cost per serving

$8

$4

Jason wishes to determine the number of daily servings (may be fractional) of steak and potatoes that will meet these requirements at a minimum cost.

(a) Formulate a linear programming model for this problem (You need to clearly define decision variables, generate the objective function and constraints).

(b) Use a Excel solver to solve this model by the simplex method.

4. You would like to invest up to $1, 000. You can invest your money in stocks and loans. Each dollar invested in stocks yields 10 cent profit, and each dollar invested in a loan yields 5 cent profit. At least 30% of all money invested must be in stocks, and at least $400 must be in loans.

a. Formulate an LP that can be used to maximize total profit earned from your investment (You need to clearly define decision variables, generate the objective function and constraints).

b. Solve the linear problem using Excel solver.

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