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+4 tm+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.




