Accurate short-term forecasting of public transport demand is essential for the operation of on-demand public transport … smart-card ticketing system in Melbourne. The models, which consider the temporal characteristics of travel demand for some … data set. A desktop comparison was also undertaken against a number of established demand forecasting models that have been …

The inventory management and production planning of parts with irregular demand patterns are challenging for … configurations and classical forecasting methods for all of the different demand categories according to Syntetos et al. [1], which … Levenberg-Marquardt (LM) by evaluating them separately, which has not been covered in the context of all irregular demand …