Target Exam

CUET

Subject

-- Applied Mathematics - Section B2

Chapter

Linear Programming

Question:

Solve the following linear programming problem graphically:

Minimise $Z = 3x+5y$ subject to the constraints: $x + 2y ≥ 10, x + y ≥ 6, 3x + y ≥ 8, x, y ≥ 0$.

Options:

$Z=26$ at $(2,4)$

$Z=30$ at $(10,0)$

$Z=40$ at $(2,4)$

$Z=28$ at $(1,5)$

Correct Answer:

$Z=26$ at $(2,4)$

Explanation:

The correct answer is Option (1) → $Z=26$ at $(2,4)$

We are required to minimise $Z = 3x+5y$, subject to the constraints :

$x + 2y ≥ 10, x + y ≥ 6, 3x + y ≥ 8, x≥ 0, y ≥ 0$.

Draw the lines $x + 2y = 10, x + y = 6$ and $3x + y = 8$.

Shade the region satisfied by the given inequalities.

The shaded region in the adjoining figure gives the feasible determined by the given inequalities.

Solving $x + 2y = 10$ and $x + y = 6$ simultaneously, we get $x = 2$ and $y = 4$.

Solving $x + y = 6$ and $3x + y = 8$ simultaneously, we get $x = 1, y = 5$.

We observe that the feasible region is unbounded and the corner points are A(10, 0), B(2, 4), C(1, 5) and D(0, 8).

At the corner points, the values of Z are:

at $A(10, 0), Z = 3.10 + 5.0 = 30;$

at $B (2, 4), Z = 3.2 + 5.4 = 26;$

at $C(1, 5), Z = 3.1 +5.5 = 28;$

at $D(0, 8), Z = 3.0 +5.8 =40.$

The smallest value of Z is 26 at B (2, 4).

As the feasible region is unbounded, we cannot say whether the minimum value exists or not.

To check whether the smallest value 26 is minimum

We draw the half plane $3x + 5y < 26$ and notice that there is no common point with the feasible region. Hence, 26 is indeed the minimum value.

Hence, the given objective function $Z = 3x + 5y$ has minimum value 26 at B(2, 4).