3 commits

Author	SHA1	Message	Date
Alexander Hess	23391c2fa4	Adjust OrderHistory.choose_tactical_model() heuristic ... - use the `HorizontalSMAModel` for low demand - use the `TrivialModel` for no demand	2021-02-02 15:20:02 +01:00
Alexander Hess	af82951485	Add OrderHistory.choose_tactical_model() ... - the method implements a heuristic from the first research paper that chooses the most promising forecasting `*Model` based on the average daily demand in a `Pixel` for a given `train_horizon` - adjust the test scenario => `LONG_TRAIN_HORIZON` becomes `8` as that is part of the rule implemented in the heuristic	2021-02-02 11:29:27 +01:00
Alexander Hess	cb7611d587	Add OrderHistory.avg_daily_demand() ... - the method calculates the number of daily `Order`s in a `Pixel` withing the `train_horizon` preceding the `predict_day`	2021-02-01 21:50:42 +01:00