In: Operations Management
Consider a project consisting of four activities A, B, C, and D. The following are constraints within which the project has to be conducted
• A and B, the first activities of the project, can be started simultaneously.
• C can be started only after A is completed.
• D can be started only after B is completed
Suppose the activity times for the activities are A = 4 weeks, B = 3 weeks, C = 2 weeks, D = 3 weeks.
1. How long does the project take to complete?
2. We ask the engineers working on activity A to factor in uncertainty in activity times and to provide better estimates of the activity times. The engineers tell us that activity A takes 2 weeks 25% of the time, 4 weeks 50% of the time and 6 weeks 25% of the time. How long does the project now take to complete (on average)?
3. Suppose the project manager wants to be 60% certain that the project would be completed? What is deadline should they commit to?
4. We now also ask the engineer working on activity B to factor in uncertainty in activity times and to provide better estimates of the activity times. The engineer now tell us that activity B takes 2 weeks 25% of the time, and 3 weeks 50% of the time and 4 weeks 25% of the time time. How long does the project now take to complete (on average)? [ASSUME THAT BOTH ACTIVITY A AND ACTIVITY B ARE UNCERTAIN]
5. For this scenario, what deadline should they commit to that would ensure a 60% probability of completion?
1). A=4 weeks, B=3 weeks, C=2 weeks, D=3 weeks
Assuming A & B start simultaneously, C starts after A and D starts after B
A + C=6 weeks
B + D=6 weeks
Hence all 4 activities are completed in 6 weeks
2). Using the uncertainity probabilities,
when A takes 2 weeks, A+C=4 weeks & B+D=6 weeks, so the project will take 6 weeks(when all activities are done)
when A takes 4 weeks, the project will take 6 weeks (as in problem 1)
when A takes 6 weeks, A+C=8 weeks & B+D=6 weeks, so the project will take 8 weeks
Applying the probabilities, Avg. completion time= 6*.25 + 6*.5 +8*.25 = 6.5 weeks
3). For 60% certainity, the deadlines of 6 weeks from the above problem will combine to give a 75% probability of work completion, which will satisfy the 60% criteria. Hence they should commit to 6 weeks.
4). Considering A+C is one activity, and B+D is another (since these 2 sums determine the project completion)
when B=2 weeks, B+D=5 weeks
when B=3 weeks, B+D=6 weeks
when B=4 weeks, B+D=7 weeks
Now both A and B are uncertain activities, so we have 9 combinations of competion times. In each combination, the task taking longer time is the defining component. And each completion time will be multiplies with respective probabilities of A and B.
For example, when A+B=5 and B+D=4, completion time=5 & probability =.25*.25
when A+B=5 anad B+D=6, completion time=6 & probability =.25*.5
Similarly all probabilities can be completed
So Average completion time = (5*.25*.25+6*.25*.5+....) = 6.625 weeks
5). For 60% probability, we just need to start adding up the probabilties from the shortest project completion times.
P(5 weeks)= .25*.25= .0625
P(6 weeks)= .25*.5 + .25*.5 + .5*.5 = .5
so the total probabiltiy is still less than 6 weeks
Adding the 7 weeks probability as well, it would become .75, which would fulfill the 60% criteris
Hence they should commit for 7 weeks