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We multiply the apriori probability with a factor to take capacity into account: P *= 1 - 1 / [1 + exp(-(amount - cutoff)/smearing)] The factor is a function value between 1 (small amount) and 0 (high amount). The zero limit may not be reached exactly depending on the smearing and cutoff combination. The function is a logistic function mirrored about the y-axis. The cutoff determines the amount at which a significant reduction in probability takes place and the smearing parameter defines how smooth the transition from 1 to 0 is. Both, the cutoff and smearing parameters are defined in terms of fixed fractions of the capacity. |
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| release-notes-0.16.0.md | ||