Konferenzbeitrag
Integrating knowledge-based and data-driven modeling of population dynamics
Vorschaubild nicht verfügbar
Volltext URI
Dokumententyp
Text/Conference Paper
Zusatzinformation
Datum
2001
Autor:innen
Zeitschriftentitel
ISSN der Zeitschrift
Bandtitel
Verlag
Metropolis
Zusammenfassung
The paper is concerned with integrating knowledge-based modeling or modeling from first principles, with data-driven or automated modeling of dynamic systems. We propose an approach to representing knowledge about processes in population dynamics domains and a method to transform such knowledge into an operational form that could be used by systems for discovery of differential equations. In this way, we improve the ability of computer systems to exploit both knowledge and data in the process of automated modeling of dynamic systems.