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PERT expected time and completion probability

Short answer

Critical path is B-D-F-G with expected project duration 22 weeks and standard deviation 2.71 weeks. Probability of completion within 24 weeks is 77% (Z=0.74). Probability within 20 weeks is 23% (Z=-0.74).

A project has the activities below with optimistic (a), most likely (m) and pessimistic (b) times in weeks:

ActivityambPredecessors
A246-
B3513-
C468A
D5817A, B
E234C
F357D
G123E, F

(a) Calculate the expected time and variance of each activity. (b) Find the critical path and expected project duration. (c) Find the probability that the project is completed within 24 weeks and within 20 weeks.

(a) Expected time and variance

PERT uses the beta distribution:

te=a+4m+b6,σ2=(b−a6)2t_e = \frac{a + 4m + b}{6}, \qquad \sigma^2 = \left(\frac{b-a}{6}\right)^2
Act.tet_eσ2\sigma^2ESEFLSLFFloat
A(2+16+6)/6 = 40.44404262
B(3+20+13)/6 = 62.77806060
C(4+24+8)/6 = 60.44441011177
D(5+32+17)/6 = 94.0006156150
E(2+12+4)/6 = 30.111101317207
F(3+20+7)/6 = 50.444152015200
G(1+8+3)/6 = 20.111202220220

(b) Critical path

Zero-float activities: B, D, F, G. Expected project duration TE=6+9+5+2=22T_E = 6 + 9 + 5 + 2 = 22 weeks.

(c) Probability

Variance of the project = sum of variances on the critical path only:

σT2=2.778+4.000+0.444+0.111=7.333,σT=2.708 weeks\sigma_T^2 = 2.778 + 4.000 + 0.444 + 0.111 = 7.333, \qquad \sigma_T = 2.708\ \text{weeks} Z=TS−TEσTZ = \frac{T_S - T_E}{\sigma_T}
  • For 24 weeks: Z=(24−22)/2.708=0.74Z = (24-22)/2.708 = 0.74, so P=0.770P = 0.770 (from the standard normal table).
  • For 20 weeks: Z=(20−22)/2.708=−0.74Z = (20-22)/2.708 = -0.74, so P=1−0.770=0.230P = 1 - 0.770 = 0.230.

Answer: Critical path B-D-F-G, expected duration 22 weeks, sigma = 2.71 weeks; P(finish within 24 weeks) = 77%; P(within 20 weeks) = 23%.

✓ Answer checked by Claude Opus 5.5 (high effort)

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