DynaFLIP++: a knowledge interpreter that matches dynamic domain knowledge with static fuzzy constraints

摘要

Fuzzy constraints must be fine-tuned for a certain task. However, such fine-tuning cannot be done for all possible instantiations of a problem, and thus is generally done on protypical constraints. These templates are applied during run-time to a certain actual situation i.e., dynamically adapted and applied only where necessary. This paper describes issues arising from the existance of such dynamic constraints and how they are handled in the *FLIP++ optimization libraries. Examples from a steelmaking scheduling application are given.