Agent-Based Simulation Replication: A Model Driven Architecture Approach

In Multi-agent based simulation (MABS) systems, computational models are built as multi-agent systems (MAS). Replication of these models can contribute to improve the reliability of the results and understanding of the system. One of the main problems for facilitating replication is the lack of a simulation integrated environment that supports the whole research process from conceptual modeling to simulation implementation and analysis. We adis issue providing a high-level conceptual modeling abstraction for simulation development, including transformation tools that facilitate the implementation of simulations on different simulation platforms. In this way, agent-based simulation development process is driven by modeling, because users focus on conceptual modeling, while implementation code is generated automatically. 1 Motivation Multi-agent based simulation (MABS) is an important and new alternative method for studying phenomena that emerge from complex organization and non-linear i...

• Type: Conference
• Year: 2005
• Where: MICAI
• Authors: Candelaria Sansores, Juan Pavón
• Keywords: Artificial Intelligence, Conceptual Modeling, MICAI 2005, Multi-agent Based Simulation, Simulation