Question:

A company has two factories located at $P$ and $Q$ and has three depots situated at $A, B$ and $C$. The weekly requirement of the depots at $A, B$ and $C$ is respectively $5, 5$ and $4$ units, 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:
How many units should be transported from each factory to each depots $A, B, C$ respectively in order that the transportation cost is minimum?

Updated On: Jul 5, 2022
  • a
  • b
  • c
  • d
Hide Solution
collegedunia
Verified By Collegedunia

The Correct Option is C

Solution and Explanation

The given data can be represented as given in the following diagram :
Total weekly production of $P$ and $Q = 8 + 6 = 14$ units, and total weekly requirement at depots $A, B, C = 5 + 5 + 4 = 14$ units There is no mismatch between supply and demand. Let factory $P$ supply $x$ units per week to depot $A$ and $y$ units to depot $B$, then it supplies $8 - x - y$ units to depot $C$. Clearly, $ 0 \le x \le 5, 0\le y \le 5, 0\le 8 - x -y \le 4$. As depot $A$' s requirement is $5$ units and it receives $x$ units from factory $P$, it must receive $(5 - x)$ units from factory $Q$. Similarly, depot $B$ receives $(5 - y)$ units from factory $Q$ and depot $C$ receives $(x + y - 4)$ units from factory $Q$. Thus total transportation cost (in $?$) $ = 16x + 10y + 15(8 - x - y) + 10(5 - x) + 12(5 - y) $ $+ 10(x+ y-4)$ $= x - 7y+ 190 $ Mathematical formulation of $LPP$ is: Minimize $z = x- 7y + 190$ subject to the constraints: $ x + y\ge 4 , x + y \le 8, x\ge 0, x \le 5, y \ge 0, y \le 5$ Now, we draw the graphs of the lines $x + y = 4, x + y = 8, x = 5, y = 5, x = 0, y = 0$ The feasibler egion corresponding to these constraints is shown in the figure. It is the bounded (convex) region $ABCDEF$.
Vertices of the feasible region are $A(4, 0), B(5, 0), C(5, 3), D(3, 5), E(0, 5)$ and $F(0, 4)$ $\because Z= x- 7y+ 190$ $\therefore$ At $A(4, 0), Z = 194$ At $B(5, 0), Z = 195$ At $C(5, 3), Z = 174 $ At $D(3, 5), Z = 158 $ At $E(0, 5), Z = 155 $ At $F(0, 4), Z = 162$ Thus $Z$ is minimum at $E(0, 5)$ i.e., when $x = 0, y = 5$. Thus, for minimum transportation cost, factory $P$ should supply $0, 5, 3$ units to depots $A, B, C$ respectively and factory $Q$ should supply $5, 0, 1$ units respectively to depots $A, B, C$.
Was this answer helpful?
0
0

Concepts Used:

Linear Programming

Linear programming is a mathematical technique for increasing the efficiency and effectiveness of operations under specific constraints. The main determination of linear programming is to optimize or minimize a numerical value. It is built of linear functions with linear equations or inequalities restricting variables.

Characteristics of Linear Programming:

  • Decision Variables: This is the first step that will determine the output. It provides the final solution to the problem.
  • Constraints: The mathematical form in which drawbacks are expressed, regarding the resource.
  • Data: They are placeholders for known numbers to make writing complex models simple. They are constituted by upper-case letters.
  • Objective Functions: Mathematically, the objective function should be quantitatively defined.
  • Linearity: The function's relation between two or more variables must be straight. It indicates that the variable's degree is one.
  • Finiteness: Input and output numbers must be finite and infinite. The best solution is not possible if the function consists infinite components.
  • Non-negativity: The value of the variable should be either positive (+ve) or 0. It can't be a negative (-ve) number.