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764
Solutions to Chapter 14 Problems
14-1 Left to student.
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.
765
14-2 Noncompensatory Models: Full dimensional
Advantages:
1) Quick and easy to apply to eliminate one or more of the alternatives.
2) All attributes are considered in the analysis.
3) Simple, easy to understand, requires little computation if any.
Disadvantages:
1) Very often does not lead to a final selection.
2) May not eliminate any of the alternatives.
3) Tends to “satisfice” rather than optimize.
Compensatory Models: Single dimensional
Advantages:
1) Trade offs are taken into account in arriving at the final decision.
2) Will almost always arrive at a final choice, and method may be developed to break a tie
quantitatively.
3) Numerical answers seem to parallel intuitive choices.
4) All “worths” reduced to a single scale, makes complex problem computationally tractable.
Disadvantages:
1) Weighting is still subjective.
2) Compression to numerical values for qualitative subjective data is often difficult and time
consuming, and may not be meaningful;
3) Translation of numerical or subjective values to a single scale may not be plausible for all
individuals.
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.
766
14-3 Left to student.
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.
767
14-4 Some of the difficulties of developing nonlinear functions or nondimensional scaling of qualitative
(subjective) data are as follows:
(a) Dimensionless attributes will contain implicit weighting factors
(b) Dimensionless attributes will not follow same trend with respect to desirability
(c) A non-dimensionalizing procedure could inaccurately rate each attribute in terms of its fractional
accomplishment of the highest attainable value.
(d) Higher (lower) values could dominate the solution.
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.
768
14-5 (a) Assume “ideal” means “maximum”
Attribute A for alternatives 2 and 3 is acceptable: 70 A100
Attribute B for all alternatives is acceptable: 6 B 10
Only alternative 2 attribute C is acceptable: Good C2 Excellent
Attribute D for all alternatives is accceptable: 6 D 10
Only alternative 2 is acceptable because it is the only one whose attributes all lie in acceptable
ranges.
(b) No alternative dominates another.
(c) Alternative 3 has the best value of the top ranked attribute “D”.
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.
769
14-6 (a) Dominance
Attribute
Vendor I
vs.
Vendor II
I vs. III I vs.
Retain
II vs.
III
III vs.
Retain
Reduction in throughput time Better Worse Better Worse Better
Flexibility Worse Worse Better Equal Better
Reliability Better Better Better Equal Better
Quality Worse Worse Better Equal Better
Cost of System Better Worse Worse Worse Worse
Dominance? No No No Yes No
Vendor II is removed from consideration.
(b) Satisficing
Attribute
“Worst”
Acceptable
Value
Unacceptable
Alternative
Reduction in throughput time 50% Retain
Flexibility Good Retain
Reliability Good Retain
Quality Good Retain
Cost of System $350,000 None
Remove “Retain Existing System” from consideration
(c) Disjunctive Resolution All alternatives still available (“Retain” already eliminated) pass because all options are acceptable in
at least one attribute.
(d) Lexicography Attribute Number of
times “greater”
Alternative
Ranking
Reduction in throughput time 0 III > I > II
Flexibility 2 II = III > I
Reliability 1 I > II = III
Quality 2 II = III > I
Cost of System 4 I > III > II
Select Vendor III
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.
770
14-7 Left to student.
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.
771
14-8 (a)
Dominance:
Paired Comparison
Attribute A vs. B B vs. C A vs. C
1 better Worse worse
2 worse better better
3 better * Worse worse
4 worse better better
5 worse better better
Dominance? no no no
No alternatives can be eliminated based on the dominance method.
*Assume that knowing the safety value is better than any unknown value.
Satisficing:
Attribute Feasible Range Unacceptable
Alternatives
1 $80,000 - $100,000 none
2 Fair - Excellent none
3 Good - Excellent Alternative A has unknown value *
4 94 - 99% none
5 Fair - Excellent none
*if the same assumption is used (as in the dominance model) alternative A would be
eliminated using the satisficing model
Lexicography:
Paired comparisons - using given weighting: 5 > 1 > 4 > 3 > 2
Attribute
Ordinal
Ranking **
Ranking
1 3 C > A > B
2 0 B > A > C
3 1 C > B > A
4 2 B > A > C
5 4 B > A = C
** 4 is most important rank.
The selection, based on highest ranked attribute (#5), would be Alternative B.
Because all alternatives meet at least one acceptability range, no alternatives are rejected.
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.
772
14-8 (a) continued Non-dimensional scaling Attribute Value Rating
Procedure
Dimensionless
Value
1 $100,000
$140,000
$180,000
($180,000-Cost)/$80,000 1.0
0.5
0.0
2 Excellent
Good
Fair
Relative rank - 1
2
1.0
0.5
0.0
3 Excellent
Good
Not known
Relative rank - 1
2
1.0
0.5
0.0
4 99%
98%
94%
Reliability % - 94
99-94
1.0
0.8
0.0
5 Excellent
Good
Relative rank - 1
2
1.0
0.0
Non-Dimensional Value
Attribute A B C
1 0.5 0.0 1.0
2 0.5 1.0 0.0
3 0.0 0.5 1.0
4 0.8 1.0 0.0
5 0.0 1.0 0.0
Additive Weighting (using given weights) Attribute Weight A B C
1. Initial Cost 0.25 0.5(0.25)=0.125 0.0(0.25)=0 1.0(0.25)=0.25
2. Maintenance 0.10 0.5(0.10)=0.05 1.0(0.10)=0.1 0.0(0.10)=0.0
3. Safety 0.15 0.0(0.15)=0.00 0.5(0.15)=0.075 1.0(0.15)=0.15
4. Reliability 0.20 0.8(0.20)=0.16 1.0(0.20)=0.2 0.0(0.20)=0.0
5. Prod. Quality 0.30 0.0(0.30)=0.00 1.0(0.30)=0.3 0.0(0.30)=0
Using Additive Weighting Alternative B would be selected.
(b) If two (or more) attributes are dependent, including them in the analysis will result in the same ranking of
alternatives for these attributes, essentially double (or triple, or more) counting those decision elements.
This can be a false representation of the decision maker's true attitudes. When attributes are entirely
dependent, they are more appropriately modeled as a single attribute and weighted appropriately (note that
in these cases, the weight of these combined attributes may not necessarily be the sum of the individual
weights of the original attributes). Once this is accomplished, the decision analysis proceeds as in part (a).
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.
773
14-9 (a)
Attribute Relative Rank Normalized Rank
Social Climate 1.00 1/2.08 = 0.481
Starting Salary 0.50 0.5/2.08 = 0.240
Career Adv. 0.33 0.33/2.08 = 0.159
Weather/Sports 0.25 0.25/2.08 = 0.120
2.08 1.00
(b) Alternatives
Attribute Apex (N.Y.) Sycon (L.A.) Sigma (GA.) Mc-Graw-Wesley (AZ.)
Starting Salary $35,000 $30,000 $34,500 $31,500
Dimensionless
Equivalent (DE)
1.0
0.0
0.9
0.3
DE = Worst Outcome - Outcome Being Made Dimensionless
Worst Outcome - Best Outcome
(c)
Attribute Normalized
Weight
Apex Sycon Sigma Mc-Graw
Wesley
Social
Climate
0.48 1x0.48 1x0.48 0.5x0.48 0x0.48
Starting
Salary
0.24 1x0.24 1x0.24 0.9x0.24 0.3x0.25
Career
Adv.
0.16 0x0.16 0x0.16 0.6x0.16 1x0.16
Weather/
Sports
0.12
0x0.12
0x0.12
0.33x0.12
0.67x0.12
Sum 0.72 0.63 0.59 0.31
Using lexicography we conclude that social climate is the most important attribute and Apex is selected.
Additive weighting also selects Apex.
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.
774
14-10 (a) Wright dominates Alott – Alott is removed from further consideration.
(b) Only Wright meets the minimum performance levels for all attributes.
(c) All candidates would be retained under disjunctive resolution.
(d) Lexicography – Based on project management skills (most important attribute), Busy is eliminated.
Looking next at general attitude, Surley is eliminated. Lastly, looking at years manufacturing
experience, Wright would be selected.
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.
775
14-11 Left to student.
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.
776
14-12 (a) Left to student – no unique answer.
(b) Select a mathematical model similar to additive weighting. Let each judge set his/her own
weightings and develop a score for each contestant. Then, sum the three scores for each contestant.
The contestant with the highest total score is the winner.
This method will allow each judge to be as subjective about each attribute as he/she desires while
making the final selection objective.
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.
777
14-13 Assume all attributes are of equal importance.
Attribute Alott Surley Busy Wright
Total years 0.33 0.00 1.00 0.67
Manufacturing years 0.33 1.00 0.00 0.67
Project management skills 1.00 1.00 0.00 1.00
Management years 0.00 0.50 0.50 1.00
General attitude 1.00 0.00 0.50 1.00
Total Score 2.66 2.50 2.00 4.34
Wright would be selected.
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.
778
14-14 i Wi Rank
1 1.0 1
2 ? 4
3 0.8 2
4 0.7 ? By inspection, Ranki=4=3
10
Vj WiXiji1
n
V2 = 2.3 = (1.0) (0.7) + W2 (1.0) + (0.8) (0.5) + (0.7) (1.0)
2.3 = W2 + 0.7 + 0.4 + 0.7
W2 = 0.50
V1 = 2.69 = (1.0) (1.0) + (0.5) (0.8) + (0.8) X3,1 + (0.7) (0.7)
2.69 = 1.0 + 0.4 + 0.8 X3,1 + 0.49
X3,1 = 2.69 - 1.0 - 0.4 - 0.49 = 1.0
0.8
Vj normalized = V1 = 2.69/2.69 = 1.00
V2 = 2.30/2.69 = 0.86
By inspection Rankj=1 = 2.0
Rankj=2 = 1.0
Filling in blanks,
i Wi Rank
1 1.0 1
2 0.5 4
3 0.8 2
4 0.7 3
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.
779
14-4 continued
Keep Existing
Tool
Purchase
new machine
Tool
Rank 2.0 1.0
X1j 1.0 0.7
Rank 2.0 1.0
X2j 0.8 1.0
Rank 1.0 2.0
X3j 1.0 0.5
Rank 2.0 1.0
X4j 0.7 1.0
Vj 2.69 2.30
Vj norm 1.0 0.86
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.
780
14-15 Left to student.
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.
781
14-16 Left to student.
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.
782
14-17 Left to student.
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.
783
Solutions to Spreadsheet Exercises
14-18
1234567891011121314151617181920
2122232425
A B C D E F GAttribute Dr. Molar Dr. Feelgood Dr. Whoops Dr. Pepper
Cost 50$ 80$ 20$ 40$ Anesthesia Novocaine Acupuncture Hypnosis Laughing GasDistance 15 20 5 30Office Hours 40 25 40 40Quality Excellent Fair Poor Good
Excellent 4 Acupuncture 1Fair 2 Hypnosis 4Good 3 Laughing Gas 2Poor 1 Novocaine 3
Attribute Dr. Molar Dr. Feelgood Dr. Whoops Dr. Pepper
Cost 0.50 0.00 1.00 0.67Anesthesia 0.67 0.00 1.00 0.33Distance 0.60 0.40 1.00 0.00Hours 1.00 0.00 1.00 1.00Quality 1.00 0.33 0.00 0.67Sum = 3.77 0.73 4.00 2.67
^ best choice
With novocaine rated as the preferred method of anesthesia, Dr. Whoops becomes the dentist of choice.
Quality Anesthesia
Engineering Economy, Fourteenth Edition, by Sullivan, Wicks, and Koelling. ISBN 0-13-614297-4.© 2009 Pearson Education, Inc., Upper Saddle River, NJ. All rights reserved.
This material is protected by Copyright and written permission should be obtained from the publisher prior to any prohibited reproduction,storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise.
For information regarding permission(s), write to: Rights and Permissions Department, Pearson Education, Inc., Upper Saddle River, NJ 07458.