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Exam practice

Every question from the end of every unit, with hints and answers to open. After you check an answer, mark how you did, and come back to the ones you didn’t get.

22 questions

Unit 3 · Linear Programming

Question 2

a.

x + y ≥ 3

Answer

Boundary x + y = 3 through (0, 3) and (3, 0), solid. Test O: 0 ≥ 3, false: shade the side away from O.

−1124−1124XYOx + y = 3P(0, 3)Q(3, 0)
Figure 3.21 x + y ≥ 3.
b.

x − y ≥ 0

Answer

Boundary x − y = 0, that is y = x, through (0, 0) and (2, 2), solid. O is on the line, so test (1, 0): 1 ≥ 0, true: shade the side containing (1, 0), below the line.

−2−112−2−112XYOx − y = 0T(1, 0)P(2, 2)
Figure 3.22 x − y ≥ 0, with the test point T(1, 0).
c.

2x + 3y ≤ 6

Answer

Boundary 2x + 3y = 6 through (0, 2) and (3, 0), solid. Test O: 0 ≤ 6, true: shade O’s side (as in Example 1g).

−11234−113XYO2x + 3y = 6P(0, 2)Q(3, 0)
Figure 3.23 2x + 3y ≤ 6.
d.

3x + 4y ≥ 12

Answer

Boundary 3x + 4y = 12 through (0, 3) and (4, 0), solid. Test O: 0 ≥ 12, false: shade the side away from O.

−112345−1124XYO3x + 4y = 12P(0, 3)Q(4, 0)
Figure 3.24 3x + 4y ≥ 12.
e.

x − 2y ≥ 3

Answer

Boundary x − 2y = 3: x = 0 gives y = −3/2, and y = 0 gives x = 3; (1, −1) is on it too. Solid line through (3, 0) and (1, −1). Test O: 0 ≥ 3, false: shade the side away from O, below the line.

−1134−3−2−11XYOx − 2y = 3P(1, −1)Q(3, 0)
Figure 3.25 x − 2y ≥ 3.
f.

3x − 2y ≥ 4

Answer

Boundary 3x − 2y = 4: x = 0 gives y = −2; x = 2 gives y = 1. Solid line through (0, −2) and (2, 1). Test O: 0 ≥ 4, false: shade the side away from O.

−123−112XYO3x − 2y = 4P(0, −2)Q(2, 1)
Figure 3.26 3x − 2y ≥ 4.

Question 3

a.

x + 2y ≤ 6, x ≥ 0

Answer

x + 2y = 6 through (0, 3) and (6, 0); O gives 0 ≤ 6, true. x ≥ 0: right of the Y-axis. The feasible region is to the right of the Y-axis and below the line: it is open, running on downwards, with one corner P(0, 3).

−1123456−3−2−112XYOx + 2y = 6P(0, 3)
Figure 3.27 x + 2y ≤ 6, x ≥ 0.
b.

2x − y ≥ 4, y ≥ 0

Answer

2x − y = 4 through (2, 0) and (0, −4); O gives 0 ≥ 4, false, so the region is on the side away from O, to the right. y ≥ 0: above the X-axis. The feasible region is open, to the right of the line and above the X-axis, with its corner at P(2, 0).

−11345−3−2−1123XYO2x − y = 4P(2, 0)Q(0, −4)
Figure 3.28 2x − y ≥ 4, y ≥ 0.
c.

x + y ≤ 1, x − y ≥ 1

Answer

x + y = 1 through (1, 0) and (0, 1); O gives 0 ≤ 1, true. x − y = 1 through (1, 0) and (0, −1); O gives 0 ≥ 1, false. The lines cross at P(1, 0). The feasible region is the open wedge below both lines, between them, with its point at P(1, 0).

−11234−3−2XYOx + y = 1x − y = 1P
Figure 3.29 x + y ≤ 1, x − y ≥ 1: a wedge opening downwards from P(1, 0).
d.

3x + 4y ≤ 12, 2x − y ≤ 0, x − y ≤ 2, x ≥ 0, y ≥ 0

Hint

2x − y ≤ 0 means y ≥ 2x: above the line y = 2x. Is x − y ≤ 2 needed at all?

Answer

3x + 4y = 12 through (0, 3) and (4, 0), O’s side. 2x − y = 0 through (0, 0) and (1, 2); test (0, 1): −1 ≤ 0, true, so the side above the line. x − y = 2 through (2, 0) and (0, −2), O’s side. x, y ≥ 0: the first quarter.
The feasible region is the triangle O(0, 0), A(12/11, 24/11), C(0, 3). A is where y = 2x meets 3x + 4y = 12: 11x = 12, x = 12/11, y = 24/11. The line x − y = 2 doesn’t touch the triangle, so that constraint changes nothing.

13412XO3x + 4y = 122x − y = 0x − y = 2A(12/11, 24/11)C(0, 3)
Figure 3.30 The feasible region OAC.
e.

2x + 3y ≤ 6, 3x − y ≤ 0, x ≥ 0, y ≥ 0

Answer

2x + 3y = 6 through (0, 2) and (3, 0), O’s side. 3x − y = 0 (y = 3x) through (0, 0) and (1, 3); test (0, 1): −1 ≤ 0, true, so the side above it.
The feasible region is the triangle O(0, 0), A(6/11, 18/11), B(0, 2). A: y = 3x in 2x + 3y = 6 gives 11x = 6, x = 6/11, y = 18/11.

12313XYO3x − y = 0A(6/11, 18/11)B(0, 2)
Figure 3.31 The feasible region OAB; the red line is 2x + 3y = 6.
f.

x + y ≤ 2, 2x − 3y ≤ 6, x ≥ 0, y ≤ 2

Answer

x + y = 2 through (2, 0) and (0, 2), O’s side. 2x − 3y = 6 through (3, 0) and (0, −2), O’s side (0 ≤ 6). x ≥ 0: right of the Y-axis; y ≤ 2: below y = 2.
The feasible region is the triangle P(0, 2), Q(12/5, −2/5), R(0, −2). Q: from x = 2 − y, 4 − 2y − 3y = 6, so y = −2/5, x = 12/5. The line y = 2 only touches it at P.

−11−11XOx + y = 22x − 3y = 6y = 2P(0, 2)Q(12/5, −2/5)R(0, −2)
Figure 3.32 The feasible region PQR.

Question 4

a.
−4−3−2−1134−4−3−2−1124XYOABC
Figure 3.33 The shaded region and its boundary through A, B and C.
Answer

A(0, 3) and B(2, 0) give the intercepts 2 and 3:
x2+y3=1  ⇒  3x+2y=6 \frac{x}{2} + \frac{y}{3} = 1 \;\Rightarrow\; 3x + 2y = 6
C(4, −3) is on it too: 12 − 6 = 6. O is in the region and 0 ≤ 6; the line is solid. 3x + 2y ≤ 6.

b.
−4−3−2−112−4−3−2−1234XYOABC
Figure 3.34 The shaded region, bounded by the line through O and C and the line through A and B.
Hint

One line passes through O, so test with a point such as (2, −2), which is inside the region.

Answer

Line OC through (0, 0) and (3, 3): y = x, or x − y = 0.
Line AB through (−1, 1) and (2, 0): slope (0 − 1) ÷ (2 + 1) = −1/3, so
y=−13(x−2)  ⇒  x+3y=2 y = -\frac{1}{3}(x - 2) \;\Rightarrow\; x + 3y = 2
Test (2, −2), inside: 2 + 2 = 4 ≥ 0 and 2 − 6 = −4 ≤ 2.
x − y ≥ 0 and x + 3y ≤ 2.

c.
−4−3−2234−4−3−2234XYOABC
Figure 3.35 The shaded region between two lines that meet at C.
Answer

Line AC through (0, 1) and (−1, −1): slope 2, y = 2x + 1, that is 2x − y = −1.
Line BC through (2, 0) and (−1, −1): slope (−1 − 0) ÷ (−1 − 2) = 1/3, so
y=13(x−2)  ⇒  x−3y=2 y = \frac{1}{3}(x - 2) \;\Rightarrow\; x - 3y = 2
O is inside: 0 ≥ −1, 0 ≤ 2.
2x − y ≥ −1 and x − 3y ≤ 2.

d.
−21234−11XOABCD
Figure 3.36 The shaded region bounded by the lines AB and CD and the X-axis.
Answer

The lines are those of Example 3: AB is 2x − y = −2 and CD is 3x + 4y = 12, with O on their allowed sides. This time the X-axis closes the region off below, so there is a third inequality: O lies on the X-axis, so test a point inside such as (1, 1), which gives 1 ≥ 0: y ≥ 0. 2x − y ≥ −2, 3x + 4y ≤ 12, y ≥ 0.

Question 5

a.

Z = 3x + 2y; x + y ≤ 6, x − y ≤ 4, x ≥ 0, y ≥ 0

Answer

x + y = 6 through (6, 0), (0, 6); x − y = 4 through (4, 0), (0, −4); O is on the allowed side of both. They meet where 2x = 10: (5, 1).

123512345XOx − y = 4A(4, 0)B(5, 1)C(0, 6)
Figure 3.37 The feasible region OABC; the red line is x + y = 6.

Z: O 0, A(4, 0) 12, B(5, 1) 17, C(0, 6) 12.
Maximum 17 at (5, 1); minimum 0 at (0, 0).

b.

P(x, y) = 3x + 5y; x + y ≤ 6, x − y ≥ 2, x ≥ 0, y ≥ 0

Answer

x + y = 6: O’s side. x − y = 2 through (2, 0) and (0, −2): O gives 0 ≥ 2, false, so the side away from O. They meet at (4, 2).

134−1123XYOx + y = 6x − y = 2A(2, 0)B(6, 0)C(4, 2)
Figure 3.38 The feasible region, the triangle ABC.

P: A(2, 0) 6, B(6, 0) 18, C(4, 2) 12 + 10 = 22.
Maximum 22 at (4, 2); minimum 6 at (2, 0).

c.

Z = 3x + 5y; x − 2y ≤ 1, x + y ≤ 4, x ≥ 0, y ≥ 0

Answer

x − 2y = 1 through (1, 0) and (3, 1); x + y = 4 through (4, 0) and (0, 4); O is on the allowed side of both. They meet where 3y = 3: (3, 1).

123123XOx − 2y = 1x + y = 4A(1, 0)B(3, 1)C(0, 4)
Figure 3.39 The feasible region OABC.

Z: O 0, A(1, 0) 3, B(3, 1) 9 + 5 = 14, C(0, 4) 20.
Maximum 20 at (0, 4); minimum 0 at (0, 0). (B gives only 14: with y worth 5 and x only 3, the corner with the most y wins.)

d.

F = 3x + 2y; x − 2y ≤ 2, x + 2y ≤ 8, x ≥ 0, y ≥ 0

Answer

x − 2y = 2 through (2, 0) and (4, 1); x + 2y = 8 through (8, 0) and (0, 4); O is on both allowed sides. Adding the equations: 2x = 10, x = 5, y = 3/2.

23456123XOx − 2y = 2A(2, 0)B(5, 3/2)C(0, 4)
Figure 3.40 The feasible region OABC; the purple line is x + 2y = 8.

F: O 0, A(2, 0) 6, B(5, 3/2) 15 + 3 = 18, C(0, 4) 8.
Maximum 18 at (5, 3/2); minimum 0 at (0, 0).

e.

F(x, y) = 2x + y; x + 2y ≤ 10, x + y ≥ 1, y ≤ 4, y ≥ 0

Hint

There is no x ≥ 0 here, so the region reaches left of the Y-axis.

Answer

x + 2y = 10 through (10, 0) and (0, 5), O’s side; x + y = 1 through (1, 0) and (0, 1), the side away from O; between y = 0 and y = 4.
Corners: x + y = 1 meets y = 0 at (1, 0) and y = 4 at (−3, 4); x + 2y = 10 meets y = 0 at (10, 0) and y = 4 at (2, 4).

−246810Ox + 2y = 10y = 4A(1, 0)B(10, 0)C(2, 4)D(−3, 4)
Figure 3.41 The feasible region ABCD; the purple line is x + y = 1.

F: A(1, 0) 2, B(10, 0) 20, C(2, 4) 8, D(−3, 4) −2.
Maximum 20 at (10, 0); minimum −2 at (−3, 4).

Question 6

6.

Find the four inequalities represented by the shaded region. Then find the maximum and minimum values of F(x, y) = 20x + 30y over it.

−112456−112345XYOA(3, 0)B(5, 3)C(0, 6)
Figure 3.42 The shaded region OABC.
Answer

Line AB through (3, 0) and (5, 3): slope 3/2, so
y=32(x−3)  ⇒  3x−2y=9 y = \frac{3}{2}(x - 3) \;\Rightarrow\; 3x - 2y = 9
O: 0 ≤ 9.
Line BC through (5, 3) and (0, 6): slope −3/5, so
y=6−35x  ⇒  3x+5y=30 y = 6 - \frac{3}{5}x \;\Rightarrow\; 3x + 5y = 30
O: 0 ≤ 30.
The inequalities are 3x − 2y ≤ 9, 3x + 5y ≤ 30, x ≥ 0, y ≥ 0.
F: O(0, 0) 0, A(3, 0) 60, B(5, 3) 100 + 90 = 190, C(0, 6) 180.
Maximum 190 at (5, 3); minimum 0 at (0, 0).