A military commander has been assigned the task of defending an asset from enemy air attack. There are two types of air defence missiles and 5 missiles of each type are available for deployment. The installation cost is 7 units for each type-A missile and 8.5 units for each type-B missile. The total budget available is 60 units. Each type-A missile requires 6 persons for handling, whereas each type-B missile can be handled by 2 persons. There are only 32 trained persons to handle the missiles at the site. If the site is not defended, the enemy aircraft are estimated to destroy 95% of the asset value. However, they are able to destroy 82% of the asset value in the presence of one type-A missile and 86% of asset value in presence of one type-B missile. Determine the mix of missiles that provides maximum protection to the asset against an attack of enemy aircraft aiming simultaneously.
Observe that we can take the respective cost and man power in a table which will help us to come up with constraints. The table is given below:
A | B | Total | |
Number | x | y | |
Cost | 7 | 8.5 | 60 |
Person | 6 | 2 | 32 |
Prevention of Damage | 95-82=13 | 95-86=9 |
Hence our Objective Function and the Constraints are the following:
This will lead to a bounded region with the following corner points and corresponding value of objective equation:
Corner Points | Objective |
(0,0) | 0 |
(0,5) | 45 |
(2.5,5) | 77.5 |
(4.11,3.68) | 86.55 |
(5,1) | 74 |
(5,0) | 65 |
hence, as we need an integer solution, the best solution would be 4 type A missile and 3 type B missile.
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