Learning Curve
Given Y(u) is the number of time units to produce the uth unit, then using $$Y(u) = au^{-b}
Now to describe the % decline in labour hours to produce 2n compared to hours required to produce item 2n compaures to the hours required to produce item n:
\[\frac{Y(2u)}{Y(u)} = \frac{a (2u)^{-b}}{a (u)^{-b}} = 2^{-b}\]Since 80% is a historically determined learning curve, \(2^{-b} = 0.8\): \(b = \frac{-ln 0.8}{ln 2} = 0.322\)
Timing Capacity Additions
D = annual increase in demand, x = time intervals between capacity additions, r = annual discount rate (compounded continously), f(y) = cost of operating a plant of capacity y. Now given C(x) is the total discounted cost of all capacity additions over an infinite horizon, if new plants are built even x units of time:
$$ C(x) = \frac{f(xD)}{(1-e^{-rx}}
TODO: Understand the next equations better, before writing them here.
Inventory Control Under Known Demand
Holding or Carrying cost (\(h = Ic\)) where h is the holding cost, I is the annual interest rate, and c is the $ per unit of inventory.