In: Statistics and Probability
Data Equipment Inc. produces two models of a retail price
scanner, a sophisticated model that can be networked to a central
processing unit and a stand-alone model for small retailers. The
major limitations of the manufacturing of these two products are
labor and material capacities. The following table summarizes the
usages and capacities associated with each product.
Product | Labor | Materials | Profit |
Hr/Unit | Components/Unit | $/Unit |
Network (X1) | 8 | 20 | $160 |
Basic (X2) | 5 | 7 | $95 |
Capacity | 800 hr/day | 1,500 comp/day |
The typical LP formulation for this problem is:
Maximize | $160 X1 + $95 X2 |
Subject to: 8 X1 + 5 X2 ? 800
20 X1 + 7 X2 ? 1500
X1, X2 ? 0
However, the management of DEI has prioritized several goals that
are to be attained by manufacturing:
Since the labor situation at the plant is uneasy (i.e., there are
rumors that a local union is considering an organizing campaign),
management wants to assure full employment of all its
employees.
Management has established a profit goal of $12,000 per day.
Due to the high prices of components from nonroutine suppliers,
management wants to minimize the purchase of additional
materials.
Given the above additional information, set this up as a goal
programming problem.
Data Equipment Inc. produces two models of a retail price scanner. The major limitations of the manufacturing of these two products are labor and material capacities. The following table summarizes the usages and capacities associated with each product.
Product |
Labor Hr/Unit |
Materials Components/Unit |
Profit $/Unit |
Network (X1) | 8 | 20 | 160 |
Basic(X2) | 5 | 7 | 95 |
Capacity | 800hr/day | 1500 comp/day |
The typical LP formulation for this problem is:
Maximize:
Subject to:
However, the management of DEI has prioritized several goals that are to be attained by manufacturing:
Using the above information lets set up the goal programming problem.
Let,
the underachievement of the full employment goal
the overachievement of the full employment goal
the underachievement of profit target
the overachievement of profit target
unused components
an additional amount of components needed
Minimize:
Subject to:
Constraint on labor and taking into account the goal that management wants to assure full employment of all its employees.
Management has established a profit goal of $12,000 per day.
Constraint on material capacities and unused and additional amount of components. Goal: Due to the high prices of components from nonroutine suppliers, management wants to minimize the purchase of additional materials.