Learning
curve note
Refer to the
video of: https://www.youtube.com/watch?v=ie44dYbmTQE&t=127s to study the material below
Diagram 1
Diagram 2:
Y = aX b
Y = average
cumulative time per unit
X = Total
no. of unit
a = Time on
1st unit
b =
learning factor [log [learning rate]/ log 2]
X Y
No. of unit
|
Learning rate
|
Cumulative average time per unit
|
Total time
|
1
|
300
|
300
|
|
2
|
80%
|
240
|
480
|
4
|
80%
|
192
|
768
|
8
|
80%
|
154
|
1229
|
log 0.8 = -0.0969
log 2 = 0.3010
In excel
=LOG(2)
|
|
0.3010
|
|
-0.0969/0.3010 = -0.322
Log 0.8/ Log 2 = -0.322
=300 x 8^-0.322 = 153.77
