The telephone lines are removed from the pole and put underground.. in California are: Optimistic Life: 59 years Most Likely Life: 28 years Pessimistic Life: 2.5 years Recognizing there
Trang 1Chapter 10: Uncertainty in Future Events 10-1
(a) Some reasons why a pole might be removed from useful service:
1 The pole has deteriorated and can no longer perform its function of safely
supporting the telephone lines
2 The telephone lines are removed from the pole and put underground The poles,
no longer being needed, are removed
3 Poles are destroyed by damage from fire, automobiles, etc
4 The street is widened and the pole no longer is in a suitable street location
5 The pole is where someone wants to construct a driveway
(b) Telephone poles face varying weather and soil conditions; hence there may be large variations in their useful lives Typical values for Pacific Telephone Co in California are:
Optimistic Life: 59 years Most Likely Life: 28 years Pessimistic Life: 2.5 years Recognizing there is a mortality dispersion it would be possible, but impractical, to define optimistic life as the point where the last one from a large group of telephone poles is
removed (for Pacific Telephone this would be 83.5 years) This is not the accepted
practice Instead, the optimum life is where only a small percentage (often 5%) of the group remains in service Similarly, pessimistic life is when, say, 5% of the original group
of poles have been removed from the group
10-2
If 16,000 km per year, then fuel cost = oil/tires/repair = $990/year, and salvage value = 9,000
- 5x16,000x.05 = 9,000 – 4,000 = 5,000
= 9,000x.2505 + 1,980 – 5,000x.1705
= 2,254.5 + 1,980 - 852.5 = $3,382 Increasing annual mileage to 24,000 is a 50% increase so it increases operating costs by 50% The salvage value drops by 5x8,000x.05 = 2,000
= 9,000x.2505 + 1.5x1,980 - 3000x.1705
= 2,254.5 + 2,970 - 511.5 = $4,713 Decreasing annual mileage to 8,000 is a 50% decrease so it decreases operating costs by 50% The salvage value increases by 5x8,000x.05 = 2,000
= 9,000x.2505 + 5x1,980 – 7,000x.1705
= 2,254.5 + 990 - 1193.5 = $2,051
Trang 2Mean Life = (12 + 4 x 5 + 4)/6 = 6 years
PW of Cost = PW of Benefits
$80,000 = $20,000 (P/A, i%, 6)
Rate of Return is between 12% and 15%
Rate of Return ≈ 13%
10-4
Since the pessimistic and optimistic answers are symmetric about the most likely value of 16,000, the weighted average is 16,000 km If 16,000 km per year, then fuel cost = oil/tires/repair = $990/year, and salvage value = 8,000 - 5x16,000x.05 = 9,000 – 4,000 = 5,000
= 9,000x.2505 + 1980 – 5,000x.1705
= 2,254.5 + 1,980 - 852.5 = $3,382
10-5
There are six ways to roll a 7: 1 & 6, 2 & 5, 3 & 4, 4 & 3, 5 & 2, 6 & 1
There are two ways to roll an 11: 5 & 6 or 6 & 5
Probability of rolling a 7 or 11 = (6 + 2)/36 = 8/36
10-6
Since the Ps must sum to 1: P(30K) = 1 - 2 - 3 = 5
E(savings) = 3(20K) + 5(30K) + 2(40K) = $29K
10-7
Since the Ps must sum to 1: P(20%) = 1 - 2/10 - 3/10 = 5
E(i) = 2(10%) + 3(15%) + 5(20%) = 16.5%
10-8
In Between Weather 300 Days 0.5 = 1 – 0.2 – 0.3
E(days) = 20(250) + 5(300) + 3(350) = 305 days
Trang 3If you have another accident or a violation this year, which has a 2 probability, it is assumed
to occur near the end of the year so that it affects insurance rates for years 1-3 A violation
in year 1 affects the rates in years 2 and 3 only if there was no additional violation in this year, which is P(none in 0)P(occur in 1) = 8.2 = 16 So the total probability of higher rates for year 2 is 2 + 16 or 36 This also equals 1 - P(no violation in 0 or 1) = 1 - 82
For year 3, the result can be found as P(higher in year 2) + P(not higher in year 2) P(viol in year 2) = 36 + 64.2 = 488 This also equals either 1 - P(no violation in 0 to 2) =
1 - 83
Rates for Year 0 1 2 3
36 488
10-10
Distribution
Expected Grade Point
Grade Distribution
Expected Grade Point
To minimize the Expected Grade Point, choose instructor A
10-11
Expected outcome= $2,000 (0.3) + $1,500 (0.1) + $1,000 (0.2)
+ $500 (0.3) + $0 (0.1) = $1,100
10-12
The sum of probabilities for all possible outcomes is one
An inspection of the Regular Season situation reveals that the sum of the probabilities for the outcomes enumerated is 0.95 Thus one outcome (win less than three games), with probability 0.05, has not been tabulated This is not a faulty problem statement The
student is expected to observe this difficulty
Similarly, the complete probabilities concerning a post-season Bowl Game are:
Probability of playing = 0.10
Probability of not playing = 0.90
Expected Net Income for the team
Trang 4= (0.05 + 0.10 + 0.15 + 0.20) ($250,000) + (0.15 + 0.15 + 0.10) ($400,000)
+ (0.07 + 0.03) ($600,000) + (0.10) ($100,000)
= 0.50 ($250,000) + 0.40 ($400,000) + 0.10 ($600,000) + 0.10 ($100,000)
+ 0.90 ($0)
= $355.00
10-13
Determine the different ways of throwing an 8 with a pair of dice
Die 1 Die 2
The five ways of throwing an 8 have equal probability of 0.20
The probability of winning is 0.20
The probability of losing is 0.80
The outcome of a $1 bet = 0.20 ($4) + 0.80 ($0) = $0.80
This means a $0.20 loss
10-14
E(PWextra costs) = 2600(P/F,8%,1) +.36600(P/F,8%,2) +.488600(P/F,8%,3)
= 2600.9259 + 36600.8573 + 488600.7938 = $528.7
10-15
Leave the Valve as it is
Expected PW of Cost = 0.60 ($10,000) + 0.50 ($20,000)
+ 0.40 ($30,000)
= $28,000
Repair the Valve
Expected PW of Cost = $10,000 repair + 0.40 ($10,000)
+ 0.30 ($20,000) + 0.20 ($30,000)
= $26,000
Replace the Valve
Expected PW of Cost = $20,000 replacement + 0.30 ($10,000)
+ 0.20 ($20,000) + 0.10 ($30,000)
= $30,000
To minimize Expected PW of Cost, repair the valve
Trang 5Expected number of wins in 100 attempts = 100/38 = 2.6316
Results of a win = 35 x $5 + $5 bet return = $180.00
Expected winnings = $180.00 (2.6313) = $473.69
Expected loss = $500.00 - $473.69 = $26.31
10-17
Do Nothing
EUAC = Expected Annual Damage
= 0.20 ($10,000) + 0.10 ($25,000) = $4,500
$15,000 Building Alteration
Expected Annual Damage = 0.10 ($10,000) = $1,000
Annual Floodproofing Cost = $15,000 (A/P, 15%, 15) = $2,565
EUAC = $3,565
$20,000 Building Alteration
Annual Floodproofing Cost = $20,000 (A/P, 15%, 15) = $3,420
EUAC = $3,420
To minimize expected EUAC, recommend $20,000 building alteration
10-18
Height above
roadway
Annual Probability
of Flood Damage x Damage
= Expected Annual Damage
Height
above
roadway Initial Cost
x (A/P, 12%, 50)
= EUAC of Embankment
Expected Annual Damage
Total Expected Annual Cost
Select the 3-metre embankment to minimize total Expected Annual Cost
Trang 6E(first cost) = 300,000(.2) + 400,000(.5) + 600,000(.3) = $440K
E(net revenue)= 70,000(.3) + 90,000(.5) + 100,000(.2) = $86K
E(PW) = -440K + 86K(P/A,12%,10) = $45.9K, do the project
10-20
E(savings) = 2(18K) + 7(20K) + 10(22K) = $19,800
E(life) = (1/6)(4) + (2/3)(5) + (1/6)(12) = 6 years
0 = -81,000 + 19,800(P/A,i,6)
(P/A,i,6) = 81,000/19,800 = 4.0909
(P/A,12%,6) = 4.111 & (P/A,13%,6) = 3.998
i = 12 + 01(4.111 - 4.0909)/(4.111 - 3.998) = 12.18%
Because (P/A,i,N) is a non-linear function of N, the use of 6 years for the expected value of
N is an approximation The discounting by i has much more impact in the 12 year life, so
that we expect the true IRR to be less than 12.18%
0 = -81K + 19.8K(1/6)(P/A,i,4) + 19.8K(2/3)(P/A,i,5) + 19.8K(1/6)(P/A,i,12)
PW12% = -81K + 19.8K(1/6) 3.037 + 19.8K(2/3) 3.605 + 19.8K(1/6) 6.194
= -2952
PW11% = -81K + 19.8K(1/6) 3.102 + 19.8K(2/3) 3.696 + 19.8K(1/6) 6.492
= -553
i = 11 - 01(553)/(553 + 2952) = 10.84%
10-21
Since $250,000 of dam repairs must be done in all alternatives, this $250,000 can be included or ignored in the analysis Here it is ignored (Remember, only the differences between alternatives are relevant.)
Flood Probability of
damage in any year = 1/yr flood
Downstream Damage
Spillway Damage
Alternative I: Repair existing dam but make no other alterations
Spillway damage: Probability that spillway capacity equaled or exceeded in any year is
0.02 Damage if spillway capacity exceed: $250,000
Trang 7Expected Annual Cost of Spillway Damage = $250,000 (0.02)
= $5,000
Downstream Damage during next 10 years:
Flood Probability
that flow*
will be equaled or exceeded
Damage ∆ Damage over
more frequent flood
Annual Cost
of Flood Risk
Next 10 year expected annual cost of downstream damage = $13,000
Downstream Damage after 10 years: Following the same logic as above,
Expected annual cost of downstream damage
= $2,000 + $3,000 + 0.1 ($2,000,000 - $200,000)
= $23,000
Present Worth of Expected Spillway and Downstream Damage
PW= $5,000 (P/A, 7%, 50) + $13,000 (P/A, 7%, 10)
+ $23,000 (P/A, 7%, 40) (P/F, 7%, 10)
= $5,000 (13.801) + $13,000 (7,024) + $23,000 (13.332) (0.5083)
= $316,180
Equivalent Uniform Annual Cost
Annual Cost = $316,180 (A/P, 7%, 50)
= $316,180 (0.0725)
= $22,920
* An N-year flood will be equaled or exceed at an average interval of N years
Alternative II: Repair the dam and redesign the spillway
Additional cost to redesign/reconstruct the spillway = $250,000
PW to Reconstruct Spillway and Expected Downstream Damage
Downstream Damage- same as alternative 1
PW = $250,000 + $13,000 (P/A, 7%, 10)
+ $23,000 (P/A, 7%, 40) (P/F, 7%, 10)
= $250,000 + $13,000 (7.024) + $23,000 (13.332) (0.5083)
= $497,180
EUAC = $497,180 (A/P, 7%, 50)
= $497,180 (0.0725)
= $36,050
Trang 8Alternative III: Repair the dam and build flood control dam upstream
Cost of flood control dam = $1,000,000
EUAC = $1,000,000 (A/P, 7%, 50)
= $1,000,000 (0.7225)
= $72,500
Note: One must be careful not to confuse the frequency of a flood and when it might be expected to occur The occurrence of a 100-year flood this year is no guarantee that it won’t happen again next year In any 50-year period, for example, there are 4 chances in 10 that
a 100-year flood (or greater) will occur
Conclusion: Since we are dealing with conditions of risk, it is not possible to make an
absolute statement concerning which alternative will result in the least cost to the
community Using a probabilistic approach, however, Alternative I is most likely to result in the least equivalent uniform annual cost
10-22
The $35K is a sunk cost and should be ignored
a E(PW) = $5951
b P(PW<0) = 3 and σ = $65,686
Net
Revenue $-15,000 $15,000 $20,000
PW^2 Prob 2,263,491,770 360,778,191 1,725,760,288 $65,686 σPW
10-23
a The $35K is still a sunk cost and should be ignored Note: P(PW<0) = 3 and N = 1 used
for PWbad since termination allowed here This improves the EPW by 18,918 - 5951 =
$12,967 This also equals the E(PW) of the avoided negative net revenue in years 2 –
5, which equals 3 (1/1.1)x15,000(P/A,.1,4).
b The P(loss) is unchanged at 3 However, the standard deviation improves by 65,686 - 47,957 = $17,709
Net Revenue $-15,000 $15,000 $20,000
PW^2 Prob 571,239,669 360,778,191 1,725,760,288 $47,95
Trang 9Since the expected life is not an integer, it is easier to use a spreadsheet table to calculate
each PW For example, the first row's PW = -80K + 15K(P/A,9%,3)
Savings/
yr
Expected Value $7,627
10-25
If the savings were only $15K per year, spending $50K for 3 more years would not make sense For the two or three shift situations, the table from 10-24 can be modified for 3 extra years, and to include the $50K at the end of 3 or 5 years For example, the first and second
rows' PWs are unchanged The third row's PW = -80K + 15K(P/A,9%,6) - 50K(P/F,9%,3)
Savings/
yr
Expected Values
26,252
The option of extending the life is not used for single shift operations, but it increases the expected PW by 26,252 - 7,627 = $18,625
10-26
Al’s Score was x + (5/20) s = x + 0.25 s
Bill’s Score was x + (2/4) s = x + 0.50 x
Therefore, Bill ranked higher in his class
Trang 10PW2 43,164,900 73,788,100 94,672,900 68,778,100
σPW = (68,778,100 - 82122)1/2 = $1158
10-28
PW1 = -25,000 + 7000(P/A,12%,4) = -$3739
PW2 = -25,000 + 8500(P/A,12%,4) = $817
PW3 = -25,000 + 9500(P/A,12%,4) = $3855
From the table the E(PW) = $361.9
σPW = (8,918,228 - 361.92)1/2 = $2964
Annual
Savings
0
668,256 14,859,62
8
8,918,228
10-29
To calculate the risk, it is necessary to state the outcomes based on the year in which the next accident or violation occurred
year of 2 nd
offence
σPW = (664,260 - 5292)1/2 = $620.0
10-30
For example, the first row's PW = -300K + 70K(P/A,12%,10)
First
Cost
P Net Revenue
Trang 11-600 3 70 3 0.09 -204.5 -18.41 3,764
Expected Values
45.90 18,468
Risk can be measured using the P(loss), range, or the standard deviation of the PWs
P(loss) = 15 + 09 + 15 + 06 = 45
The range is -204.5K to $265K
The standard deviation is σPW = (18,468 - 45.902) = $127.9K
10-31
a The probability of a negative PW is 18 + 12 + 3 = 6
Savings/
yr
15,000 3 3 6 0.18 -42,031 -7,566 317,982,538
15,000 3 5 4 0.12 -21,655 -2,599 56,273,884
Expected Values
7,627 1,508,922,7
38 Risk can also be measured using the standard deviation of the PWs The standard deviation is σPW = (1,508,922,738 - 76272) = $38,089
b Extending the life for 2 & 3 shift operations reduces the probability of a negative PW by
3 to 3
Savings/
yr
15,000 3 3 6 0.18 -42,031 -7,566 317,982,538
15,000 3 5 4 0.12 -21,655 -2,599 56,273,884
45,000 2 8 4 0.08 136,570 10,926 1,492,115,5
47 Expected
Values
26,252 3,348,157,1
18
Risk can also be measured using the standard deviation of the PWs The standard deviation is increased by $13,477 This illustrates why standard deviation alone is not the best measure of risk Extending the life makes the project more attractive, and
Trang 12increases the spread of the possible values The standard deviation is higher, but the P(loss) has dropped by half
σPW = (3,348,157,118 - 26,2522) = $51,565
10-32
(a) Expected fire loss in any year= 0.010 ($10,000) + 0.003 ($40,000)
+ 0.001 ($200,000)
= $420.00 (b) The engineer buys the fire insurance because
1 a catastrophic loss is an unacceptable risk
or 2 he has a loan on the home and fire insurance is required by the lender
10-33
Project IRR Std.Dev
10-34
Project IRR Std.Dev