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in Linear Programming by (30.3k points)
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A dietician has to develop a special diet using two foods P and Q. Each packet of food P contains 8 units of protein, 6 units of vitamin A, 2 units of cholesterol and 2 units of calcium. Each packet of food A contains 7 units of cholesterol and 2 units of calcium, 12 units of vitamin A and 4 units of protein. The diet requires at most 144 units of calcium, at least 240 units of vitamin A and at most 360 units of protein. Dietician wants to minimize the amount of cholesterol in the diet. Then the minimum amount of cholesterol is

(a) 60
(b) 80
(c) 90
(d) 140

1 Answer

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Best answer

Answer: (b) 80

Solution:-

Let x and y be the number of packets of food P and Q respectively.

Obviously, x \(\geq\) 0 and y \(\geq\) 0. ( Because number of packets never be negative.)

Since, dietician wants to minimise the amount of cholesterol in the diet. Food P contains 2 units of cholesterol and Food Q contains 7 units of cholesterol.

Mathematical formation of the given problem is as follows:

The Objective function is minimise Z = 2x + 7y.

8x + 4y \(\leq\) 360 ( constraint on protein ), i.e. 2x + y \(\leq\) 90      ... (1)

6x + 12y \(\geq\) 240 ( constraint on vitamin A ), i.e. x + 2y \(\geq\) 40    ... (2)

2x + 2y \(\leq\) 144 ( constraint on calcium ), i.e. x + y \(\leq\) 72      ... (3)

x \(\geq\) 0 and y \(\geq\) 0 ( non negative constraint )           ... (4)

By changing inequalities (1) to (4) into equations, we get

2x + y = 90            ... (5)

x + 2y = 40            ... (6)

x + y = 72              ... (7)

x = 0 and y = 0 which is y-axis and x − axis respectively      ... (8)

Now, the intersection point of equation 2x + y = 90 with x-axis and y-axis are A(45, 0) and F(0, 90), respectively.

Now, intersection point of equation x + 2y = 40 with x-axis and y-axis are E(40 , 0) and D(0, 20), respectively.

Now, intersection point of equation x + y = 72 with x-axis and y-axis are G(72 , 0) and C(0, 72), respectively.

Now, intersection point of equations 2x + y = 90 and x + 2y = 40 is H\(\big(\frac{140}{3},\frac{10}{3}\big).\)

Intersection point of equations 2x + y = 90 and x + y = 72 is B(18, 54).

And intersection point of equations x + 2y = 40 and x + y = 72 is (104 , −32).

Since, point O(0, 0) satisfies inequality 2x + y \(\leq\) 90. Therefore, the feasible region (shaded region) includes the point O(0, 0) with respect to the inequality (1).

Since, point O(0, 0) does not satisfies inequality x + 2y \(\geq\) 40. Therefore, the feasible region (shaded region) does not include the point O(0, 0) with respect to inequality (2).

Since, point O(0, 0) satisfies inequality x + y \(\leq\) 72. Therefore, the feasible region (shaded region) includes the point O(0, 0) with respect to inequality (3).

By inequalities x \(\geq\) 0, y \(\geq\) 0 given in equation (4) we mean first quadrant in graph.

The drawn graph with feasible region (shaded region) is given below

The shaded region ABCDE is the feasible region determined by the system of constraints given in equations (1), (2), (3) and (4). We noticed that feasible region ABCDE is bounded and the corner points of feasible region are A(45, 0), B(18, 54), C(0, 72),D(0, 20) and E(40, 0).

We know that if feasible region is bounded then the optimal value (maximum or minimum value) must occur at a corner point of the feasible region.

Corner point

Objective function

min Z = 2x + 7y

A (45,0)

B (18,54)

C (0,72)

D (0,20)

E (40,0)

90

414

504

140

80

From the table, we find that the minimum value of the objective function z is 80 at the point E(40, 0) of the feasible region.

Hence, the maximum value of the objective function z is 80.

Therefore, the minimum amount of cholesterol is 80 in the diet.

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