Title :
ML3: A language for compact modeling of linked lives in computational demography
Author :
Tom Warnke;Alexander Steiniger;Adelinde M. Uhrmacher;Anna Klabunde;Frans Willekens
Author_Institution :
Institute of Computer Science, University of Rostock, Albert-Einstein-Str. 22, D-18059, GERMANY
Abstract :
Agent-based modeling and simulation is widely used in computational demography. Although existing agent-based approaches allow modeling linked lives in a rather flexible manner, the resulting models, due to typically being implemented in a general-purpose programming language, often lack the compactness required to easily access the model. With ML3 (Modeling Language for Linked Lives) we present a compact and expressive domain-specific modeling language for continuous-time agent-based models in computational demography. The language combines elements from guarded commands, process algebras, and rule-based approaches. We discuss and present the individual features of the language and illuminate its compactness by presenting the specification of an entire agent-based model from recent literature.
Keywords :
"Object oriented modeling","Demography","Biological system modeling","Agent-based modeling","Mathematical model","Computer languages"
Conference_Titel :
Winter Simulation Conference (WSC), 2015
Electronic_ISBN :
1558-4305
DOI :
10.1109/WSC.2015.7408382