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A Business Manager for a Grain Distributor Is Asked to Decide

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A business manager for a grain distributor is asked to decide how many containers of each of two grains to purchase to fill its 1,600 pound capacity warehouse. The table below summarizes the container size, availability, and expected profit per container upon distribution.
A business manager for a grain distributor is asked to decide how many containers of each of two grains to purchase to fill its 1,600 pound capacity warehouse. The table below summarizes the container size, availability, and expected profit per container upon distribution. ​   ​  a. Formulate as a linear program with the decision variables representing the number of containers purchased of each grain. Solve for the optimal solution. b. What would be the optimal solution if you were not allowed to purchase fractional containers? c. There are three possible results from rounding an LP solution to obtain an integer solution: (1) the rounded optimal LP solution will be the optimal IP solution; (2) the rounded optimal LP solution gives a feasible, but not optimal IP solution; (3) the rounded optimal LP solution is an infeasible IP solution. ​ For this problem (i) round down all fractions; (ii) round up all fractions; (iii) round off (to the nearest integer) all fractions (NOTE: Two of these are equivalent.) Which result above (1, 2, or 3) occurred under each rounding method?
a. Formulate as a linear program with the decision variables representing the number of containers purchased of each grain. Solve for the optimal solution.
b. What would be the optimal solution if you were not allowed to purchase fractional containers?
c. There are three possible results from rounding an LP solution to obtain an integer solution:
(1) the rounded optimal LP solution will be the optimal IP solution;
(2) the rounded optimal LP solution gives a feasible, but not optimal IP solution;
(3) the rounded optimal LP solution is an infeasible IP solution.

For this problem (i) round down all fractions; (ii) round up all fractions; (iii) round off (to the nearest integer) all fractions (NOTE: Two of these are equivalent.) Which result above (1, 2, or 3) occurred under each rounding method?


Definitions:

Income Effect

The alteration in the income of an individual or an economy and its impact on the demand for a specific good or service.

Private Saving

Private saving is the portion of household income that is not consumed or paid in taxes, but instead is saved or invested.

Corporate Tax Rates

The percentages of corporate profits that businesses must pay to the government as taxes.

Means-tested

Pertaining to government programs that require individuals to meet certain income or asset criteria to qualify for benefits.

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