SMART
Andrea is house hunting with her husband. They are both 28 years old, have no children, and have a combined income of $110,000 per year. After looking at over 50 houses, they have narrowed their choices down to 4 located in the towns of Maynard, Stow, Hudson, and Bolton. The parameters that are important to them are commute, price, school system, and availability of good local Chinese food. After much soul-searching and discussion, they are able to construct the following table rating each option on each attribute (10 is best and 0 is worst):
Maynard |
Stow |
Hudson |
Bolton |
|
Commute: |
8 |
7 |
6 |
5 |
Price: |
$275,000 |
$375,000 |
$250,000 |
$425,000 |
Schools: |
5 |
7 |
4 |
7 |
Chinese Food: |
6 |
8 |
7 |
6 |
Use the SMART technique to determine which house Andrea should buy, given the following relative weights: Commute: 5, Price: 20, Schools: 10, Chinese Food: 25
AHP
Keith is the manager of a food processing company and needs to replace a worn out packaging machine with a new one. He has a limited budget and has narrowed his choices down to three: (i) Aztec, (ii) Barton and (iii) Congress. The criteria that are important to him are depicted by the following hierarchy:
Keith has decided to use AHP to help him make his decision. He has conducted a pairwise comparison of the criteria as represented by the following table:
Pairwise Comparison |
Most Important Criterion |
How Much More Important? |
Numerical Ranking |
Reliability- After Sales Support |
Reliability |
Somewhat Strongly |
4 |
Reliability-Speed of Delivery |
Reliability |
Strongly |
5 |
Reliability-Customization |
Reliability |
Somewhat Strongly |
4 |
After Sales Support-Speed of Delivery |
After Sales Support |
Weakly |
3 |
After Sales Support-Customization |
Customization |
Very Weakly |
2 |
Speed of Delivery-Customization |
Customization |
Weakly |
3 |
Synthesize Keith’s rankings and compute the Consistency Ratio (CR). Show your work.
Finally, Keith has pairwise compared each of the alternatives in terms of Reliability, After Sales Support, Speed of Delivery and Customization as shown in the following four matrices.
Reliability
Aztec |
Barton |
Congress |
|
Aztec |
1 |
3 |
4 |
Barton |
1 |
2 |
|
Congress |
1 |
After Sales Support
Aztec |
Barton |
Congress |
|
Aztec |
1 |
||
Barton |
2 |
1 |
|
Congress |
3 |
4 |
1 |
Speed of Delivery
Aztec |
Barton |
Congress |
|
Aztec |
1 |
||
Barton |
2 |
1 |
4 |
Congress |
3 |
1 |
Customization
Aztec |
Barton |
Congress |
|
Aztec |
1 |
5 |
3 |
Barton |
1 |
4 |
|
Congress |
1 |
Synthesize the alternatives, compute an overall priority ranking for each and declare a winner. Show your work.
SMART
|
Maynard |
Stow |
Hudson |
Bolton |
Commute: |
8 |
7 |
6 |
5 |
Price: |
$275,000 |
$375,000 |
$250,000 |
$425,000 |
Price Weighted*: | 7.27 | 5.33 | 8.00 | 4.71 |
Schools: |
5 |
7 |
4 |
7 |
Chinese Food: |
6 |
8 |
7 |
6 |
* Based on the fact that lower cost is easier affordability, so the index is 2,000,000 divided by th.
By multiplying with the weights
Maynard |
Stow |
Hudson |
Bolton |
|
Commute: |
40 |
35 |
30 |
25 |
Price: |
145 |
105 |
160 |
94 |
Schools: |
50 |
70 |
40 |
70 |
Chinese Food: |
150 |
200 |
175 |
150 |
Totals | 385 | 410 | 405 | 339 |
Stow seems the location where Andrea should buy a house, given the following relative weights: Commute: 5, Price: 20, Schools: 10, Chinese Food: 25
AHP
Reliability
Aztec |
Barton |
Congress |
||
Aztec |
1 |
3 |
4 |
0.62 |
Barton |
1/3 |
1 |
2 |
0.25 |
Congress |
1/4 | 1/2 |
1 |
0.13 |
Totals | 1 7/12 | 4 1/2 | 7 | 1.00 |
Aztec is the winner
After Sales Support
Aztec |
Barton |
Congress |
||
Aztec |
1 |
1/2 | 1/3 | 0.14 |
Barton |
2 |
1 |
1/4 | 0.25 |
Congress |
3 |
4 |
1 |
0.61 |
Totals | 6 | 5 1/2 | 1 7/12 | 1.00 |
Congress is the winner
Speed of Delivery
Aztec |
Barton |
Congress |
||
Aztec |
1 |
1/2 | 1/3 | 0.14 |
Barton |
2 |
1 |
4 |
0.54 |
Congress |
3 |
1/4 |
1 |
0.32 |
Totals | 6 | 1 3/4 | 5 1/3 | 1.00 |
Barton is the winner
Customization
Aztec |
Barton |
Congress |
||
Aztec |
1 |
5 |
3 |
0.57 |
Barton |
1/5 |
1 |
4 |
0.33 |
Congress |
1/3 | 1/4 |
1 |
0.10 |
Total | 1 8/15 | 6 1/4 | 8 | 1.00 |
Aztec is the winner
Combination of factors for priority
Reliability |
Customization |
After Sales Support |
Speed of Delivery | ||
Reliability |
1 |
4 |
4 |
5 | 0.52 |
Customization |
1/4 |
1 |
2 |
3 | 0.23 |
After Sales Support | 1/4 | 1/2 | 1 | 3 | 0.18 |
Speed of Delivery |
1/5 | 1/3 |
1/3 |
1 | 0.07 |
Total | 1 7/10 | 5 5/6 | 7 1/3 | 12 | 1.00 |
On multiplying the factors we get for Aztec
(0.62 x 0.52) + (0.57 x 0.23) + (0.14 x 0.18) + (0.14 x 0.07) =
0.4885
Similarly, for Barton 0.2887
and for Congress 0.2228
which shows Aztec to be the best among the three options.
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