In: Statistics and Probability
a) Calculate mean duration and standard deviation for all the
activities using the beta distribution. [4pts]
b) Construct a network diagram for this problem using the mean
durations calculated in part (a), calculate the LS(Foll.),
ES(Prec.) and total float for all the activities, and hence
identify the critical path . What is the mean completion time for
the project? What is the standard deviation of the critical path?
[30 pts ]
c) What is the 92% confidence interval for the length of the
critical path? [4 pts]
d) Assuming the probability distribution of the length of the
critical path can be approximated by a normal distribution with the
mean and standard deviation calculated in part (b), calculate the
probability of completing the project within 42 weeks. [4
pts]
e) Calculate the probability of completing the project between 35
and 40 weeks? [4 pts]
f) Answer the project manager’s question: “I want to tell the
client that there is a 10.03% chance the project will take longer
than X weeks - what figure should I give them (i.e. find X)?”
[4]
(please show work step by step and excel file)
activity |
follows |
optimistic duration |
most likely direction |
pessimistic duration |
A |
- |
4 |
6 |
14 |
B |
A,C |
3 |
4 |
5 |
C |
- |
3 |
5 |
13 |
D |
A,E |
12 |
18 |
24 |
E |
- |
8 |
10 |
18 |
F |
A,E |
4 |
6 |
8 |
G |
B,F |
7 |
8 |
9 |
H |
G |
10 |
12 |
14 |
I |
G |
5 |
6 |
7 |
J |
D,I |
5 |
7 |
9 |
Answer:
Given that,
(a).
Calculate mean duration and standard deviation for all the activities using the beta distribution:
Mean duration and standard deviation for all activities are as follows:
Activity | Optimistic Duration (t0) | Most likely duration (tm) | Pessimistic Duration (tp) | Expected Duration te=(t0+4tm+tp)/6 | Variance=(tp-t0)2/36 |
A | 4 | 6 | 14 | 7 | 2.7778 |
B | 3 | 4 | 5 | 4 | 0.1111 |
C | 3 | 5 | 13 | 6 | 2.7778 |
D | 12 | 18 | 24 | 18 | 4.0000 |
E | 8 | 10 | 18 | 11 | 2.7778 |
F | 4 | 6 | 8 | 6 | 0.4444 |
G | 7 | 8 | 9 | 8 | 0.1111 |
H | 10 | 12 | 14 | 12 | 0.4444 |
I | 5 | 6 | 7 | 6 | 0.1111 |
J | 5 | 7 | 9 | 7 | 0.4444 |
(b).
Construct a network diagram for this problem using the mean durations calculated in part (a), calculate the LS(Foll.), ES(Prec.) and total float for all the activities, and hence identify the critical path:
Latest start time (LS), Earliest Start (ES) and Total Float (TF) of all activities are as follows:
Activity | LS=Latest Finish-Duration | ES | TF=LS-ES |
A | 11-7=4 | 0 | 4 |
B | 17-4=13 | 7 | 6 |
C | 13-6=7 | 0 | 7 |
D | 31-18=13 | 11 | 2 |
E | 11-11=0 | 0 | 0 |
F | 17-6=11 | 11 | 0 |
G | 25-8=17 | 17 | 0 |
H | 38-12=26 | 25 | 1 |
I | 31-6=25 | 25 | 0 |
J | 38-7=31 | 31 | 0 |
So, Critical path is given by,
With critical activities E, F, G, I and J.
Mean completion time of the project is 38 weeks.
Variance of critical path = 2.7778+0.4444+0.1111+0.1111+0.4444
= 3.8888
So, standard deviation of critical path = (3.8888) 0.5
= 1.9720
(c).
What is the 92% confidence interval for the length of the critical path:
Length of critical path X N(38,3.8888)
We know,
So, 92% confidence interval is (34.5476,41.4524).
(d).
Calculate the probability of completing the project within 42 weeks:
Assuming the probability distribution of the length of the critical path can be approximated by a normal distribution with the mean and standard deviation calculated in part (b).
Required probability is given by.
=0.9787388 (Using R-code 'pnorm(2.02837))
=0.9787
(e).
Calculate the probability of completing the project between 35 and 40 weeks:
Required probability is given by,
=0.7806577 [Using R-code 'pnorm(1.0412)-pnorm(-1.5213)']
=0.7807
(f).
Answer the project manager’s question:
“I want to tell the client that there is a 10.03% chance the project will take longer than X weeks - what figure should I give them (i.e. find X)?”
Suppose, required time be k weeks.