Co-modeling: An Agent-Based Approach to Support the Coupling of Heterogeneous Models View Full Text


Ontology type: schema:Chapter     


Chapter Info

DATE

2015

AUTHORS

Nghi Quang Huynh , Hiep Xuan Huynh , Alexis Drogoul , Christophe Cambier

ABSTRACT

Coupling models is becoming more and more important in the fields where modeling relies on interdisciplinary collaboration. This in particular the case in modeling complex systems which often require to either integrate different models at different spatial and temporal scales or to compare their outcomes. The goal of this research is to develop an original agent-based approach to support the coupling heterogeneous models. The architecture that we have designed is implemented in the GAMA modeling and simulation platform [6]. The benefits of our approach is to support coupling and combining various models of heterogeneous types (agent-based, equation-based, cellular automata ) in a flexible and explicit way. It also support the dynamic execution of the models which are supposed to be combined during experiments. We illustrate its use and powerfulness to solve existing problems of coupling between an agent-based model, equation-based model and GIS based model. The outcomes of the simulation of these three models show results compatible with the data observed in reality and demonstrate the interest of our approach for building large, multi-disciplinary models. More... »

PAGES

156-170

References to SciGraph publications

Book

TITLE

Nature of Computation and Communication

ISBN

978-3-319-15391-9
978-3-319-15392-6

Identifiers

URI

http://scigraph.springernature.com/pub.10.1007/978-3-319-15392-6_16

DOI

http://dx.doi.org/10.1007/978-3-319-15392-6_16

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1020845365


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