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Question

Mathematics Question on Maxima and Minima

Subject to constraints: 2x + 4y ≤ 8, 3x + y ≤ 6, x + y ≤ 4, x, y ≥ 0; The maximum value of Z = 3x + 15y is:

A

28

B

30

C

40

D

48

Answer

30

Explanation

Solution

Solution: Constraints in inequality form The constraints are:

2x+4y8, 3x+y6, x+y4, x0, y02x+4y\le8,~3x+y\le6,~x+y\le4,~x\ge0,~y\ge0

Converting constraints into equations For solving, we consider the boundary equations of the constraints:

2x+4y=8  or  x+2y=42x+4y=8~~or~~x+2y=4

3x+y=63x+y=6

x+y=4x+y=4

We find the feasible region by solving these equations.

Finding corner points of the feasible region 1. Intersection of x+2y=4x+2y=4 and 3x+y=63x+y=6: Solve the equations simultaneously:

x+2y=4  (1)x+2y=4~~(1)

3x+y=6  (2)3x+y=6~~(2)

From (1), x=42yx=4-2y. Substitute into (2):

3(42y)+y=63(4-2y)+y=6

126y+y=612-6y+y=6

5y=6    y=65-5y=-6\implies y=\frac{6}{5}

Substituting y=65y=\frac{6}{5} into (1):

x+2(65)=4x+2(\frac{6}{5})=4

x+125=4    x=85x+\frac{12}{5}=4\implies x=\frac{8}{5}

So, one corner point is:

(85,65)(\frac{8}{5},\frac{6}{5})

2. Intersection of x+2y=4x+2y=4 and x+y=4x+y=4: Solve the equations:

x+2y=4  (1)x+2y=4~~(1)

x+y=4  (2)x+y=4~~(2)

From (2), x=4yx = 4 - y. Substitute into (1):

(4y)+2y=4(4 - y) + 2y = 4

4+y=4    y=04 + y = 4 \implies y = 0

Substituting y=0y = 0 into (2):

x+0=4    x=4x + 0 = 4 \implies x = 4

So, another corner point is:

(4,0)(4, 0)

3. Intersection of 3x+y=63x + y = 6 and x+y=4x + y = 4: Solve the equations:

3x+y=6  (1)3x + y = 6~~(1)

x+y=4  (2)x + y = 4~~(2)

From (2), y=4xy = 4 - x. Substitute into (1):

3x+(4x)=63x + (4 - x) = 6

2x+4=6    2x=2    x=12x + 4 = 6 \implies 2x = 2 \implies x = 1

Substituting x=1x = 1 into (2):

1+y=4    y=31 + y = 4 \implies y = 3

So, another corner point is:

(1,3)(1, 3)

Evaluating Z=3x+15yZ = 3x + 15y at each corner point:

1. At (85,65)(\frac{8}{5}, \frac{6}{5}):

Z=3(85)+15(65)=245+905=1145=22.8Z = 3(\frac{8}{5}) + 15(\frac{6}{5}) = \frac{24}{5} + \frac{90}{5} = \frac{114}{5} = 22.8

2. At (4, 0):

Z=3(4)+15(0)=12Z = 3(4) + 15(0) = 12

3. At (1, 3):

Z=3(1)+15(3)=3+45=30Z = 3(1) + 15(3) = 3 + 45 = 30

Conclusion: The maximum value of Z is at (1, 3):

3030