In: Statistics and Probability
Question 20
Like many high school
seniors, Anne has several universities to consider when making her
final college choice. To assist in her decision, she has decided to
use AHP to develop a ranking for school R, school P, and school M.
The schools will be evaluated on five criteria, and Anne's
pair-wise comparison matrix for the criteria is shown
below.
Distance |
Program |
Size |
Campus Climate |
Cost |
|
Distance |
1 |
1/4 |
2 |
3 |
4 |
Program |
4 |
1 |
4 |
5 |
6 |
Size |
1/2 |
1/4 |
1 |
3 |
3 |
Climate |
1/3 |
1/5 |
1/3 |
1 |
2 |
Cost |
1/4 |
1/6 |
1/3 |
1/2 |
1 |
The universities' pair-wise comparisons on the criteria are shown
below
Distance |
R |
P |
M |
R |
1 |
2 |
3 |
P |
1/2 |
1 |
3/2 |
M |
1/3 |
2/3 |
1 |
Programs |
R |
P |
M |
R |
1 |
1/2 |
1 |
P |
2 |
1 |
2 |
M |
1 |
1/2 |
1 |
Size |
R |
P |
M |
R |
1 |
4 |
2 |
P |
1/4 |
1 |
1/2 |
M |
1/2 |
2 |
1 |
Climate |
R |
P |
M |
R |
1 |
1 |
3 |
P |
1 |
1 |
3 |
M |
1/3 |
1/3 |
1 |
Cost |
R |
P |
M |
R |
1 |
1/5 |
1 |
P |
5 |
1 |
5 |
M |
1 |
1/5 |
1 |
|
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SOLUTION
D | P | S | C | F | Normalized values | Average | ||||||
D | 1 | 1/4 | 2 | 3 | 4 | 0.1644 | 0.1339 | 0.2609 | 0.2400 | 0.2500 | 0.2098 | |
P | 4 | 1 | 4 | 5 | 6 | 0.6575 | 0.5357 | 0.5217 | 0.4000 | 0.3750 | 0.4980 | |
S | 1/2 | 1/4 | 1 | 3 | 3 | 0.0822 | 0.1339 | 0.1304 | 0.2400 | 0.1875 | 0.1548 | |
C | 1/3 | 1/5 | 1/3 | 1 | 2 | 0.0548 | 0.1071 | 0.0435 | 0.0800 | 0.1250 | 0.0821 | |
F | 1/4 | 1/6 | 1/3 | 1/2 | 1 | 0.0411 | 0.0893 | 0.0435 | 0.0400 | 0.0625 | 0.0553 | |
6.0833 | 1.8667 | 7.6667 | 12.5000 | 16.0000 | 1.0000 | |||||||
D | ||||||||||||
X | Y | Z | Normalized values | |||||||||
X | 1 | 2 | 3 | 0.5455 | 0.5455 | 0.5455 | 0.5455 | |||||
Y | 1/2 | 1 | 3/2 | 0.2727 | 0.2727 | 0.2727 | 0.2727 | |||||
Z | 1/3 | 2/3 | 1 | 0.1818 | 0.1818 | 0.1818 | 0.1818 | |||||
1.8333 | 3.6667 | 5.5000 | 1.0000 | |||||||||
P | ||||||||||||
X | Y | Z | Normalized values | |||||||||
X | 1 | 1/2 | 1 | 0.2500 | 0.2500 | 0.2500 | 0.2500 | |||||
Y | 2 | 1 | 2 | 0.5000 | 0.5000 | 0.5000 | 0.5000 | |||||
Z | 1 | 1/2 | 1 | 0.2500 | 0.2500 | 0.2500 | 0.2500 | |||||
4.0000 | 2.0000 | 4.0000 | 1.0000 | |||||||||
S | ||||||||||||
X | Y | Z | Normalized values | |||||||||
X | 1 | 4 | 2 | 0.5714 | 0.5714 | 0.5714 | 0.5714 | |||||
Y | 1/4 | 1 | 1/2 | 0.1429 | 0.1429 | 0.1429 | 0.1429 | |||||
Z | 1/2 | 2 | 1 | 0.2857 | 0.2857 | 0.2857 | 0.2857 | |||||
1.7500 | 7.0000 | 3.5000 | 1.0000 | |||||||||
C | ||||||||||||
X | Y | Z | Normalized values | |||||||||
X | 1 | 1 | 3 | 0.4286 | 0.4286 | 0.4286 | 0.4286 | |||||
Y | 1 | 1 | 3 | 0.4286 | 0.4286 | 0.4286 | 0.4286 | |||||
Z | 1/3 | 1/3 | 1 | 0.1429 | 0.1429 | 0.1429 | 0.1429 | |||||
2.3333 | 2.3333 | 7.0000 | 1.0000 | |||||||||
F | ||||||||||||
X | Y | Z | Normalized values | |||||||||
X | 1 | 1/5 | 1 | 0.1429 | 0.1429 | 0.1429 | 0.1429 | |||||
Y | 5 | 1 | 5 | 0.7143 | 0.7143 | 0.7143 | 0.7143 | |||||
Z | 1 | 1/5 | 1 | 0.1429 | 0.1429 | 0.1429 | 0.1429 | |||||
7.0000 | 1.4000 | 7.0000 | 1.0000 | |||||||||
D | P | S | C | F | RANK | |||||||
X | 0.5455 | 0.2500 | 0.5714 | 0.4286 | 0.1429 | 0.2098 | 0.3705 | 2 | ||||
Y | 0.2727 | 0.5000 | 0.1429 | 0.4286 | 0.7143 | 0.4980 | 0.4030 | 1 | ||||
Z | 0.1818 | 0.2500 | 0.2857 | 0.1429 | 0.1429 | 0.1548 | 0.2265 | 3 | ||||
1.0000 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 0.0821 | 1.0000 | ||||||
0.0553 | ||||||||||||
1.0000 |
Based on the ranks, University Y is preferred.
Computations