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:
28
30
40
48
30
Solution
Solution: Constraints in inequality form The constraints are:
2x+4y≤8, 3x+y≤6, x+y≤4, x≥0, y≥0
Converting constraints into equations For solving, we consider the boundary equations of the constraints:
2x+4y=8 or x+2y=4
3x+y=6
x+y=4
We find the feasible region by solving these equations.
Finding corner points of the feasible region 1. Intersection of x+2y=4 and 3x+y=6: Solve the equations simultaneously:
x+2y=4 (1)
3x+y=6 (2)
From (1), x=4−2y. Substitute into (2):
3(4−2y)+y=6
12−6y+y=6
−5y=−6⟹y=56
Substituting y=56 into (1):
x+2(56)=4
x+512=4⟹x=58
So, one corner point is:
(58,56)
2. Intersection of x+2y=4 and x+y=4: Solve the equations:
x+2y=4 (1)
x+y=4 (2)
From (2), x=4−y. Substitute into (1):
(4−y)+2y=4
4+y=4⟹y=0
Substituting y=0 into (2):
x+0=4⟹x=4
So, another corner point is:
(4,0)
3. Intersection of 3x+y=6 and x+y=4: Solve the equations:
3x+y=6 (1)
x+y=4 (2)
From (2), y=4−x. Substitute into (1):
3x+(4−x)=6
2x+4=6⟹2x=2⟹x=1
Substituting x=1 into (2):
1+y=4⟹y=3
So, another corner point is:
(1,3)
Evaluating Z=3x+15y at each corner point:
1. At (58,56):
Z=3(58)+15(56)=524+590=5114=22.8
2. At (4, 0):
Z=3(4)+15(0)=12
3. At (1, 3):
Z=3(1)+15(3)=3+45=30
Conclusion: The maximum value of Z is at (1, 3):
30