TY - UNPB
T1 - A Simulation Framework for Heterogeneous Agents
AU - Meyer, David
AU - Buchta, Christian
AU - Karatzoglou, Alexandros
AU - Leisch, Friedrich
AU - Hornik, Kurt
PY - 2002
Y1 - 2002
N2 - We introduce a generic simulation framework suitable for agent-based simulations featuring the support of heterogeneous agents, hierarchical scheduling and flexible specification of design parameters. One key aspect of this framework is the design specification: we use an XML-based format which is simple-structured yet still enables the design of flexible models. Another issue in agent-based simulations, especially when ready-made components are used, is the heterogeneity arising from both the agents' implementations and the underlying platforms. To tackle these kind of obstacles, we introduce a wrapper technique for mapping the functionality of agents living in an interpreter-based environment to a standardized JAVA interface, thus facilitating the task for any control mechanism (like a simulation manager) because it has to handle only one set of commands for all agents involved. Again, this mapping is made by an XML-based definition format. We demonstrate the technique by applying it to a simple sample simulation of two mass marketing firms operating in an artificial consumer environment.
AB - We introduce a generic simulation framework suitable for agent-based simulations featuring the support of heterogeneous agents, hierarchical scheduling and flexible specification of design parameters. One key aspect of this framework is the design specification: we use an XML-based format which is simple-structured yet still enables the design of flexible models. Another issue in agent-based simulations, especially when ready-made components are used, is the heterogeneity arising from both the agents' implementations and the underlying platforms. To tackle these kind of obstacles, we introduce a wrapper technique for mapping the functionality of agents living in an interpreter-based environment to a standardized JAVA interface, thus facilitating the task for any control mechanism (like a simulation manager) because it has to handle only one set of commands for all agents involved. Again, this mapping is made by an XML-based definition format. We demonstrate the technique by applying it to a simple sample simulation of two mass marketing firms operating in an artificial consumer environment.
U2 - 10.57938/a4cf0787-eab9-4050-a0b9-7ae3c645ac8a
DO - 10.57938/a4cf0787-eab9-4050-a0b9-7ae3c645ac8a
M3 - WU Working Paper and Case
T3 - Report Series SFB "Adaptive Information Systems and Modelling in Economics and Management Science"
BT - A Simulation Framework for Heterogeneous Agents
PB - SFB Adaptive Information Systems and Modelling in Economics and Management Science, WU Vienna University of Economics and Business
CY - Vienna
ER -