Exploiting explicit context information for the automatic generation of simulation experiments

10.18453/rosdok_id00004800 Wilsdorf, Pia Pia Wilsdorf http://d-nb.info/gnd/1366420047 https://orcid.org/0000-0001-7447-6667 Exploiting explicit context information for the automatic generation of simulation experiments Universität Rostock 2024 004 Data processing Computer sciences 2024 en https://purl.uni-rostock.de/rosdok/id00004800 urn:nbn:de:gbv:28-rosdok_id00004800-5 Modeling and simulation are vital for understanding complex systems. Creating valid models is challenging and involves a variety of simulation experiments. This dissertation proposes automating the conduction of simulation experiments by reuse and adaptation, and is structured into three parts: (1) employing model-driven engineering to specify experiments tool-agnostically; (2) formalizing context via conceptual models and provenance graphs; and (3) integrating these into the Reuse and Adapt framework for Simulation Experiments (RASE).