In: Operations Management
Use the project description presented in the table below for the following questions: Activity Immediate Predecessor Optimistic Time (O.T.) Most likely Time (M.T.) Pessimistic Time (P.T.) A None 4 6 9 B A 3 5 7 C A 4 7 12 D B 4 8 10 E C 5 9 15 F D 4 4 5 G D, E 3 6 8 H F 5 6 10 I G 5 8 11 J H, I 5 5 5 Calculate the expected time for each activity (2 points) Calculate the variance for each activity (2 points) Using the information given, construct a network diagram (2 points) Use both the longest path method and ES/EF; LS/LF method on the diagram for the following questions and show your answers in the table below. What is the expected project completion time? (3 points) What are the critical activities? (3 points) What are the slack values for non-critical activities? (4 points) The Longest Path Method ES/EF/LS/LF Expected project finish time Critical activities A,B,D,E,G,I,J Non-critical activities (slack values) C,F,H Calculate the probability that the project will be completed in 40 weeks. (2 points) Calculate the probability
that the project will be completed in 43 weeks.
PLEASE DO NOT ROUND ANWSERS
Expected time, Te = (Pessimistic time + 4*Most likely time + Optimistic time)/ 6
Variance = ((Optimistic time - Pessimistic time)/ 6)2
Te and variance is calculated below.
Activity | Immediate Predecessor | OT | MT | PT | Expected time,Te | Variance, σ2 |
A | None | 4 | 6 | 9 | (4+4*6+9)/6=6.167 | ((9-4)/6)^2=0.694 |
B | A | 3 | 5 | 7 | 5.000 | 0.444 |
C | A | 4 | 7 | 12 | 7.333 | 1.778 |
D | B | 4 | 8 | 10 | 7.667 | 1.000 |
E | C | 5 | 9 | 15 | 9.333 | 2.778 |
F | D | 4 | 4 | 5 | 4.167 | 0.028 |
G | D,E | 3 | 6 | 8 | 5.833 | 0.694 |
H | F | 5 | 6 | 10 | 6.500 | 0.694 |
I | G | 5 | 8 | 11 | 8.000 | 1.000 |
J | H,I | 5 | 5 | 5 | 5.000 | 0.000 |
Network diagram basis these details is drawn as below:
Longest path method:
To find the critical path, we will assess all possible paths and path with longest completion time will be critical path.
Possible paths are-
Hence, path A-C-E-G-I-J with longest time of 41.667 is the critical path. Critical activities are A,C,E, G, I, J. Expected project completion time is same as critical path expected time of 41.667.
ES/ EF; LS/ LF method:
Earliest Start Time (ES) = the earliest time that an activity can begin
Earliest Finish Time (EF) = the earliest time that an activity can be completed
EF = ES + duration of activity
Latest Start Time (LS) = the latest time that an activity can begin without lengthening the minimum project duration
Latest Finish Time (LF) = the earliest time than an activity can be completed without lengthening the minimum project duration
LF = LS + duration of activity
Duration of the project = the difference between the maximum value of the "latest finish time" of projects and the minimum value of the "earliest start time" of projects
Project duration = max(LF) - min(ES)
Slack = the amount of time that a project can be delayed without increasing the duration of the project
Slack = LF- LS or EF - ES
Critical path is the path with Total Slack = 0
Below is the updated table with the output:
Activity | Immediate Predecessor | Expected time,Te | Variance, σ2 | Early Start (ES) | Early Finish (EF) | Late Start (LS) | Late Finish(LF) | Slack | Critical Path |
A | None | 6.167 | 0.694 | 0 | 6.167 | 0.000 | 6.167 | 0.000 | Y |
B | A | 5.000 | 0.444 | 6.167 | 11.167 | 10.167 | 15.167 | 4.000 | |
C | A | 7.333 | 1.778 | 6.167 | 13.500 | 6.167 | 13.500 | 0.000 | Y |
D | B | 7.667 | 1.000 | 11.167 | 18.834 | 15.167 | 22.834 | 4.000 | |
E | C | 9.333 | 2.778 | 13.500 | 22.834 | 13.500 | 22.834 | 0.000 | Y |
F | D | 4.167 | 0.028 | 18.834 | 23.000 | 26.000 | 30.167 | 7.167 | |
G | D,E | 5.833 | 0.694 | 22.834 | 28.667 | 22.834 | 28.667 | 0.000 | Y |
H | F | 6.500 | 0.694 | 23.000 | 29.500 | 30.167 | 36.667 | 7.167 | |
I | G | 8.000 | 1.000 | 28.667 | 36.667 | 28.667 | 36.667 | 0.000 | Y |
J | H,I | 5.000 | 0.000 | 36.667 | 41.667 | 36.667 | 41.667 | 0.000 | Y |
Clearly, critical path with slack = 0 are A-C-E-G-I-J. Total expected time is 41.667.
Total variance of critical activities are 0.694+1.778+2.778+0.694+1+0= 6.944
Non critical activities with slack are- B(4), D(4), F (7.167), H (7.167).
Probability of project to be completed in 40 weeks- We will calculated z-statistics and use z table to find probability
Variance for critical path =σ2 = 6.944. Hence, standard deviation =σ= 2.635
Mean expected time for critical path, µ = 41.667
X= 40
Calculating z-score,
z = (X-µ / σ) = (40 - 41.667)/ 2.635 = -0.63
(Looking at z-table given below, to find the probability. Under negative z value, look for row -0.6 and column 0.03 we will get probability value of 0.2643)
P(Z<-0.63) = 0.2643 or 26.43%
Hence, Probability of completing project within 40 weeks is 26.43%
Probability of completing project in 43 weeks, P(X<43),
z = (43 - 41.667)/ 2.635 =0.51
(looking at ztable, corresponding probability value is 0.6950)
P(Z<0.51) = 0.6950 or 69.50%
Hence, Probability of completing project in 43 weeks is 69.50%
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