ML3: A language for compact modeling of linked lives in computational demography

T. Warnke, A. Klabunde, A. Steiniger, F.J. Willekens, A.M. Uhrmacher

Research output: Chapter in book/volumeContribution to conference proceedingsScientificpeer-review

Abstract

Agent-based modeling and simulation is widely used in the area of 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 the compactness of the approach by presenting the specification of an entire agent-based model from recent literature.
Original languageEnglish
Title of host publicationProceedings of the 2015 Winter Simulation Conference
EditorsLevent Yilmaz, Il-Chul Moon, Wai Kin Chan, Theresa Roeder, Charles Mascal, Manuel Rossetti
Place of PublicationNew York
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Pages2-12
Publication statusPublished - 2015

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