Target Exam

CUET

Subject

-- Applied Mathematics - Section B2

Chapter

Linear Programming

Question:

(Transportation problem) A brick manufacturer has two depots A and B, with stocks of 30000 and 20000 bricks respectively. He receives orders from three builders P, Q and R for 15000, 20000 and 15000 bricks respectively. The cost (in ₹) of transporting 1000 bricks to the builders from the depots are given below:

To →

From ↓

Transportation cost per 1000 bricks (in ₹)

P

Q

R

A

40

20

20

B

20

60

40

The manufacturer wishes to find how to fulfil the order so that transportation cost is minimum. Formulate the L.P.P.

Options:

Minimize $Z = 40x - 20y$

Subject to: $x + y ≤ 15, x + y ≤ 30, x ≤ 15, y ≤ 20, x≥ 0, y ≥ 0$

Minimize $Z = 40x - 20y$

Subject to: $x + y ≥ 15, x + y ≥ 30, x ≥ 15, y ≤ 20, x≥ 0, y ≥ 0$

Minimize $Z = 40x - 20y$

Subject to: $x + y ≥ 15, x + y ≤ 30, x ≤ 15, y ≤ 20, x≥ 0, y ≥ 0$

Minimize $Z = 40x - 20y$

Subject to: $x + y ≤ 15, x + y ≥ 30, x ≤ 15, y ≤ 20, x≥ 0, y ≥ 0$

Correct Answer:

Minimize $Z = 40x - 20y$

Subject to: $x + y ≥ 15, x + y ≤ 30, x ≤ 15, y ≤ 20, x≥ 0, y ≥ 0$

Explanation:

The correct answer is Option (3) → Minimize $Z = 40x - 20y$, Subject to: $x + y ≥ 15, x + y ≤ 30, x ≤ 15, y ≤ 20, x≥ 0, y ≥ 0$

To simplify, assume that 1 unit = 1000 bricks

Suppose that depot A supplies x units to P and units to Q, so that depot A supplies $(30 - x - y)$ units bricks to builder R.

Now as P requires a total of 15000 bricks, it requires $(15 - x)$ units from depot B. Similarly Q requires $(20 - y) $units from B and R requires $15 - (30 - x - y) = (x + y - 15)$ units from B. Using the transportation cost given in table, total transportation cost is

$Z_1 = 40x + 20y+ 20(30 - x - y) + 20(15 - x)+ 60(20 - y) + 40(x + y = 15)$

$=40x20y+ 1500$

Obviously the constraints are that all quantities of bricks supplied from A and B to P, Q, R are non-negative,

i.e. $x ≥ 0, y ≥ 0, 30-x - y ≥ 0, 15- x ≥ 0, 20-y≥ 0, x + y - 15 ≥ 0$

Instead of minimizing $Z_1 = 40x - 20y+ 1500$, it is easier to minimize $Z = 40x - 20y$.

Hence the problem can be formulated as L.P.P. as

Minimize $Z = 40x - 20y$ subject to the constraints

$x + y ≥ 15, x + y ≤ 30, x ≤ 15, y ≤ 20, x≥ 0, y ≥ 0$.