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Linear Programming

Question
CBSEENMA12033572

An oil company has two depots A and B with capacities of 7000 L and 4000 L respectively. The company is to supply oil to three petrol pumps, D. E and F whose requirements are 4500 L, 3000 L and 3500 L respectively. The distance (in km.) between the depots and the petrol pumps are given in the following table:

 

Distance (in km.)

 

From/To

A

B

D

7

3

E

6

4

F

3

2

Assuming that the transportation cost of 10 litres of oil is Re 1 per km., how should the delivery be scheduled in order that the transportation cost is minimum? What is the minimum cost?

Solution

Suppose that, from depot A,
x litre of oil is transported to pump D
y litre of oil is transported to pump E
and 7000 - (x + y) litre of oil is transported to pump F.
Then, from depot B,
(4500 - x) litres of oil is transported to pump D
(3000 - y) litres of oil is transported to pump E
and (3500 - {7000 - (x + y)}) litres = (x + y - 3500) litres of oil is transported to pump F.
Table

We are to minimise
                                     straight Z space equals space fraction numerator 3 space straight x over denominator 10 end fraction plus straight y over 10 plus 3950
subject to the constraints
                              4500 minus space straight x space greater or equal than space 0 space space space space or space space space straight x less or equal than 4500
3000 space minus straight y space greater or equal than 0 space space space space space or space space space straight y space less or equal than space 3000
straight x plus straight y minus 3500 space greater or equal than 0 space space or space space straight x plus straight y greater or equal than 3500
7000 minus left parenthesis straight x plus straight y right parenthesis space greater or equal than 0 space space space or space space space straight x plus straight y less or equal than 7000
space space space space straight x space greater or equal than 0 comma space space space straight y space greater or equal than 0
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.

x = 4500 is a straight line AL parallel to y-axis at a distance of 4500.
y = 3000 is a straight line BM parallel to v-axis at a distance of 3000.
Now we draw the graph of x + y = 3500.
For x = 0, y = 3500
For y = 0, x = 3500
∴ line meets OX in C(3500, 0) and OY in N(0, 3500).
Again we draw the graph of x + y = 7000.
For x = 0, y = 7000
For y = 0, x = 7000
∴ line meets OX in D(7000, 0) and OY in P(0, 7000).

Since feasible region satisfies all the constraints.
∴ CASQR is the feasible region.
The corner points are
C(3500, 0), A(4500, 0), S(4500, 2500), Q(4000, 3000), R(500, 3000).
At space straight C left parenthesis 3500 comma space 0 right parenthesis comma space space straight Z space equals space 3 over 10 cross times 3500 space plus space 1 over 10 cross times 0 plus 3950 space equals space 1050 plus 0 plus 3950 space equals space 5000
At space straight A left parenthesis 4500 comma 0 right parenthesis comma space space straight Z space equals space 3 over 10 cross times 4500 plus 1 over 10 cross times 0 plus 3950 space equals 1350 plus 0 plus 3950 space equals space 5300
At space straight S left parenthesis 4500 comma space 2500 right parenthesis comma space space straight Z space equals space 3 over 10 cross times 4500 plus 1 over 10 cross times 2500 plus 3950
space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space equals space 1350 plus 250 plus 3950 space equals space 5550
At space straight Q left parenthesis 4000 comma space 3000 right parenthesis comma space straight Z space equals space 3 over 10 cross times 4000 plus 1 over 10 cross times 3000 plus 3950
space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space equals space left square bracket 200 plus 300 plus 3950 space equals space 5450 right square bracket
At space straight R left parenthesis 500 comma space 3000 right parenthesis comma space straight Z space equals space 3 over 10 cross times 500 plus 1 over 10 cross times 3000 plus 3950
space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space equals space 150 plus 300 plus 3950 space equals space 4400
∴ the minimum cost of transportation is Rs. 4400, when from godown A, 500 litre of oil is transported to pump D, 3000 litre of oil is transported to pump E and 7000 -(500 + 3000) = 3500 litre of oil is transported to pump F.
Hence from godown B whole of 4000 litre of oil is transported to pump D.