Linear Programming
There are two factories located one at place P and the other at place Q. From these locations, a certain commodity is to be delivered to each of the three depots situated at A, B and C. The weekly requirements of the depots are respectively 5, 5 and 4 units of the commodity while the production capacity of the factories at P and Q are respectively 8 and 6 units The cost of transportation per unit is given below:
From/To |
Cost (in Rs.) |
||
A |
B |
C |
|
P |
160 |
100 |
150 |
Q |
100 |
120 |
100 |
How many units should be transported from each factory to each depot in order that the transportation cost is minimum. What will be the minimum transportation cost?
Let x units and y units of the commodity be transported from the factory at P to the depots at A and B respectively. Then (8 - x - y) units will be transported to depot at C.
∴ x ≥ 0, y ≥ 0 and 8 - x - y ≥ 0
i.e. x ≥ 0, y ≥ 0 and x + y ≤ 8
The weekly requirement of the depot at A is 5 units of the commodity. Since x units are transported from the factory at P, the remaining (5 - x) units need to be transported from the factory at Q.
Clearly 5 - x ≥ 0, i.e. x ≤ 5.
Similarly, (5 - y) and 6 - (5 - x + 5 - y) = x + y - 4 units are to be transported from the factory at Q to the depots at B and C respectively.
∴ 5 - y ≥ 0, x + y - 4 ≥ 0
i.e. y ≤ 5, x + y ≥ 4
Total transportation cost Z is given by
Z = 160 x + 100 y + 100(5 - x) + 120 (5 - y) + 100 (x + y - 4) + 150 (8 - x - y)
= 160 x + 100 y + 500 - 100 x + 600 - 120 y + 100 x + 100 y - 400 + 1200 - 150 x - 150 y
= 10 x - 70 y + 1900
= 10(x - 7 y + 190)
∴ the problem reduces to
Minimise Z = 10 (x - 7 y + 190)
subject to the constraints
x ≥ 0, y ≥ 0
x + y ≤ 8
x ≤ 5
y ≤ 5
and x + y ≥ 4
Consider a set of rectangular cartesian axes OXY in the plane.
It is clear that any point which satisfies x ≥ 0, y ≥ 0 lies in the first quadrant.
Now we draw the graph of x + y = 8
For x = 0, y = 8
For y = 0, ,y = 8
∴ line meets OX in A(8, 0) and OY in L(0, 8).
x = 5 is a straight line BM parallel to y-axis.
y = 5 is a straight line CN parallel to x-axis.
Again we draw the graph of x + y = 4
For x = 0, y = 4
For y = 0, x = 4
∴ line meets OX in D(4, 0) and OY in P(0, 4).
Since feasible region satisfies all the constraints.
∴ DBEFCP is the feasible region.
The corner points are D(4, 0), B(5, 0), E(5, 3), F(3, 5), C(0, 5), P(0, 4).
At D(4, 0), Z = 10 (4 - 7 × 0 + 190) = 10 × 194 = 1940
At B(5, 0), Z = 10(5 - 7 × 0 + 190) = 10 × 195 = 1950
At E(5, 3), Z = 10 (5 - 7 × 3 + 190) = 10 × 174 = 1740
At F(3, 5), Z = 10 (3 - 7 × 5 + 190) = 10 × 158 = 1580
At C(0, 5), Z = 10 (0 - 7 × 5 + 190) = 10 × 155 = 1550
At P(0, 4), Z = 10 (0 - 7 × 4 + 190) = 10 × 162 = 1620
∴ minimum value = 1550 at (0, 5).
∴ the optimal transportation strategy will be to deliver 0, 5 and 3 units from the factory at P and 5, 0 and 1 units from the factory at Q to the depots at A. B and C respectively. Corresponding to this strategy, the transportation cost would be minimum, i.e. Rs. 1550.
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