QML-Morven: A Novel Framework for Learning Qualitative Models

摘要: In this report, a novel qualitative model learning (QML) framework named QML-Morven is presented. an extensible and currently includes three QML subsystems, which employ either symbolic or evolutionary approaches as their strategies. uses the formalism of Morven, fuzzy simulator, to represent reason about models, it also utilises Morven verify candidate models. Based on framework, series experiments were designed carried out to: (1) results obtained by previous system ILP-QSI; (2) investigate factors that influence precision minimum data requirement for successful learning; (3) address scalability issue systems.