supix/naturalshift

An artificial-intelligence based engine to compute workshifts

naturalshift's Issues

If consecutive slot aptitudes is not low enough, computation crashes.

Fitness computed when consecutive slots aptitude is too high (greater than about 2) is not correctly normalized and can be greater than one. In this case an exception is thrown. Is should be fixed the normalizing factor computation (line 65 in the file sources\NaturalShift\SolvingEnvironment\Fitness\CurrentAptitudeFulfilled.cs).

Compatible slots are hidden by the solution encoding

Solution encoding does not allow to store multiple slots done in the same day by the same item (which can happen in case of compatible slots). The solution model must be changed. More precisely, the solution matrix cannot contain a simple int? but should contain something like List<int> (which unfortunately would hurt performance).

Cross-item aptitudes polarize the engine towards use of involved slots

Since cross-item aptitude observation increases workshift overall score, the engine tends to polarize shifts towards the involved slots. This is not a big issue when a shifter is always configured to shift together with another one, across all slots, so balancing aptitude gain. Anyway, this phenomenon should be avoided in the general case.

Cross-item aptitude can only be fluently configured one by one

Problem fluent configuration should allow to configure cross-item aptitude selecting more than an item and more than a slot at a time. So far, only one-by-one configuration is allowed.