A general-purpose graph dynamical system modeling framework
We describe InterSim, a general purpose flexible framework for simulating graph dynamical systems (GDS) and their generalizations. GDS provide a powerful formalism to model and analyze agent-based systems (ABS) because there is a direct mapping between nodes and edges (which denote interactions) in...
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| creator | Kuhlman, C. J. Kumar, V. S. Anil Marathe, M. V. Mortveit, H. S. Swarup, S. Tuli, G. Ravi, S. S. Rosenkrantz, D. J. |
| description | We describe InterSim, a general purpose flexible framework for simulating graph dynamical systems (GDS) and their generalizations. GDS provide a powerful formalism to model and analyze agent-based systems (ABS) because there is a direct mapping between nodes and edges (which denote interactions) in a GDS and agents and interactions in an ABS, thereby providing InterSim with great expressive power. We describe the design, implementation, capabilities, and features of InterSim; e.g., it enables users to quickly produce simulations of ABS in many application domains. We present illustrative case studies that focus on the simulation of social phenomena. InterSim has been used to simulate networks with 4 million agents and to execute large parametric simulation studies. |
| doi_str_mv | 10.1109/WSC.2011.6147758 |
| format | Conference Proceeding |
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We describe the design, implementation, capabilities, and features of InterSim; e.g., it enables users to quickly produce simulations of ABS in many application domains. We present illustrative case studies that focus on the simulation of social phenomena. 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J.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan (POP) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP) 1998-present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Kuhlman, C. J.</au><au>Kumar, V. S. Anil</au><au>Marathe, M. V.</au><au>Mortveit, H. S.</au><au>Swarup, S.</au><au>Tuli, G.</au><au>Ravi, S. S.</au><au>Rosenkrantz, D. J.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>A general-purpose graph dynamical system modeling framework</atitle><btitle>Proceedings of the 2011 Winter Simulation Conference (WSC)</btitle><stitle>WSC</stitle><date>2011-12</date><risdate>2011</risdate><spage>296</spage><epage>308</epage><pages>296-308</pages><issn>0891-7736</issn><eissn>1558-4305</eissn><isbn>1457721082</isbn><isbn>9781457721083</isbn><eisbn>1457721074</eisbn><eisbn>9781457721076</eisbn><eisbn>9781457721090</eisbn><eisbn>1457721090</eisbn><eisbn>1457721066</eisbn><eisbn>9781457721069</eisbn><abstract>We describe InterSim, a general purpose flexible framework for simulating graph dynamical systems (GDS) and their generalizations. GDS provide a powerful formalism to model and analyze agent-based systems (ABS) because there is a direct mapping between nodes and edges (which denote interactions) in a GDS and agents and interactions in an ABS, thereby providing InterSim with great expressive power. We describe the design, implementation, capabilities, and features of InterSim; e.g., it enables users to quickly produce simulations of ABS in many application domains. We present illustrative case studies that focus on the simulation of social phenomena. InterSim has been used to simulate networks with 4 million agents and to execute large parametric simulation studies.</abstract><pub>IEEE</pub><doi>10.1109/WSC.2011.6147758</doi><tpages>13</tpages></addata></record> |
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| issn | 0891-7736 1558-4305 |
| language | eng |
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| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Adaptation models Biological system modeling Computational modeling Connectors Physics Seals Vectors |
| title | A general-purpose graph dynamical system modeling framework |
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