Question

In: Statistics and Probability

a) Calculate mean duration and standard deviation for all the activities using the beta distribution. [4pts]...

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

Solutions

Expert Solution

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.


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