Extending the Gillespie's Stochastic Simulation Algorithm for Integrating Discrete-Event and Multi-Agent Based Simulation
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@talk{pianinimabs2015,
abstract = {Whereas Multi-Agent Based Simulation (MABS) is emerging as a reference approach for complex system simulation, the event-driven approach of Discrete-Event Simulation (DES) is the most used approach in the simulation mainstream. In this talk, we elaborate on two intuitions: 1) event-based systems and multi-agent systems are amenable of a coherent interpretation within a unique conceptual framework; 2) integrating MABS and DES can lead to a more expressive and powerful simulation framework. Accordingly, we propose a computational model integrating DES and MABS, based on an extension of the Gillespie's stochastic simulation algorithm. Then, we discuss a case of a simulation platform (Alchemist) specifically targeted at such a kind of complex models, and show an example of urban crowd steering simulation.},
address = {Istanbul, Turkey},
apice = {PianiniMABS2015},
author = {Omicini, Andrea and Pianini, Danilo and Montagna, Sara},
date = {2015-05-05},
language = {en},
month = may,
slideshare = {http://www.slideshare.net/DanySK/extending-the-gillespies-stochastic-simulation-algorithm-for-integrating-discreteevent-and-multiagent-based-simulation},
sort = {talk},
speaker = {Pianini, Danilo},
title = {Extending the Gillespie's Stochastic Simulation Algorithm for Integrating Discrete-Event and Multi-Agent Based Simulation},
type = {Talk},
year = 2015
}
abstract = {Whereas Multi-Agent Based Simulation (MABS) is emerging as a reference approach for complex system simulation, the event-driven approach of Discrete-Event Simulation (DES) is the most used approach in the simulation mainstream. In this talk, we elaborate on two intuitions: 1) event-based systems and multi-agent systems are amenable of a coherent interpretation within a unique conceptual framework; 2) integrating MABS and DES can lead to a more expressive and powerful simulation framework. Accordingly, we propose a computational model integrating DES and MABS, based on an extension of the Gillespie's stochastic simulation algorithm. Then, we discuss a case of a simulation platform (Alchemist) specifically targeted at such a kind of complex models, and show an example of urban crowd steering simulation.},
address = {Istanbul, Turkey},
apice = {PianiniMABS2015},
author = {Omicini, Andrea and Pianini, Danilo and Montagna, Sara},
date = {2015-05-05},
language = {en},
month = may,
slideshare = {http://www.slideshare.net/DanySK/extending-the-gillespies-stochastic-simulation-algorithm-for-integrating-discreteevent-and-multiagent-based-simulation},
sort = {talk},
speaker = {Pianini, Danilo},
title = {Extending the Gillespie's Stochastic Simulation Algorithm for Integrating Discrete-Event and Multi-Agent Based Simulation},
type = {Talk},
year = 2015
}