10 worked answers · short steps first, explanations when you need them
Exercise 12.1
Textbook pages 403–404
Question 1
Maximise Z = 3x + 4y subject to x + y ≤ 4, x ≥ 0 and y ≥ 0.
Steps only
The feasible region is the triangle in the first quadrant with corner points (0,0), (4,0) and (0,4).
Evaluate Z: at (0,0), Z=0; at (4,0), Z=12; at (0,4), Z=16.
Answer
The maximum is Z=16 at (x,y)=(0,4).
Question 2
Minimise Z = −3x + 4y subject to x + 2y ≤ 8, 3x + 2y ≤ 12, x ≥ 0 and y ≥ 0.
Steps only
The corner points are (0,0), (4,0), (2,3), and (0,4). The intersection comes from subtracting x+2y=8 from 3x+2y=12, giving x=2 and y=3.
Evaluate Z at those points: 0, −12, 6 and 16, respectively.
Answer
The minimum is Z=−12 at (4,0).
Question 3
Maximise Z = 5x + 3y subject to 3x + 5y ≤ 15, 5x + 2y ≤ 10, x ≥ 0 and y ≥ 0.
Steps only
The axis vertices are (0,0), (2,0) and (0,3).
Solve 3x+5y=15 and 5x+2y=10: x=20/19 and y=45/19.
The objective values at the four vertices are 0, 10, 9 and 235/19.
Answer
The maximum is Z=235/19 at (20/19,45/19).
Question 4
Minimise Z = 3x + 5y subject to x + 3y ≥ 3, x + y ≥ 2, x ≥ 0 and y ≥ 0.
Steps only
The feasible-region corner points nearest the origin are (3,0), (3/2,1/2), and (0,2). The middle point is where x+3y=3 and x+y=2 intersect.
Their objective values are 9, 7 and 10. The feasible region continues outward, but both coefficients in Z are positive, so moving farther into the region cannot lower these values.
Answer
The minimum is Z=7 at (x,y)=(3/2,1/2).
Question 5
Minimise Z = 3x + 2y subject to x + y ≥ 8, 3x + 5y ≤ 15, x ≥ 0 and y ≥ 0.
Steps only
Because x,y≥0, 3x+5y is at least 3(x+y).
The first constraint would therefore force 3x+5y≥24, but the second requires 3x+5y≤15. These conditions cannot both hold.
Answer
There is no feasible region, so the problem has no feasible solution and no minimum.
Question 6
Minimise Z=x+2y subject to 2x+y≥3, x+2y≥6, x≥0 and y≥0. Show that the minimum occurs at more than two points.
Steps only
The second constraint says Z=x+2y≥6.
On the boundary x+2y=6, the segment from (0,3) to (6,0) is in the first quadrant. Along it, 2x+y ranges from 3 to 12, so the first constraint is also satisfied.
Answer
The minimum is 6 at every point on the segment x+2y=6 from (0,3) to (6,0); therefore there are infinitely many minimum points.
Question 7
Find the minimum and maximum of Z=5x+10y subject to x+2y≤120, x+y≥60, x−2y≥0, x≥0 and y≥0.
Steps only
The corner points are (60,0), (120,0), (60,30), and (40,20). They come from the axes and intersections of the boundary lines.
Since Z=5(x+2y), the constraint x+2y≤120 gives Z≤600. At (60,0), Z=300; at (40,20), Z=400; at (60,30) and (120,0), Z=600.
Answer
The minimum is 300 at (60,0). The maximum is 600 at every feasible point on x+2y=120 between (60,30) and (120,0).
Question 8
Find the minimum and maximum of Z=x+2y subject to x+2y≥100, 2x−y≤0, 2x+y≤200, x≥0 and y≥0.
Steps only
Rewrite 2x−y≤0 as y≥2x. The corner points are (0,50), (0,200), (50,100), and (20,40).
The objective values there are 100, 400, 250, and 100.
On the boundary x+2y=100, the feasible segment from (0,50) to (20,40) satisfies all constraints, so every point on it gives 100.
Answer
The minimum is 100 at every point on the segment from (0,50) to (20,40). The maximum is 400 at (0,200).
Question 9
Can Z=−x+2y be maximised subject to x≥3, x+y≥5, x+2y≥6 and y≥0?
Steps only
Fix x=3. Any y≥3 satisfies x+y≥5 and x+2y≥6.
For these feasible points, Z=−3+2y, which increases without limit as y increases.
Answer
There is no maximum value; Z is unbounded above on the feasible region.
Question 10
Maximise Z=x+y subject to x−y≤−1, −x+y≤0, x≥0 and y≥0.
Steps only
The first inequality gives y≥x+1.
The second gives y≤x. No number y can be both at least x+1 and at most x.
Answer
The constraints have no common feasible point, so there is no feasible solution and no maximum.