Agent-based simulation replication:: A model driven architecture approach

被引:0
|
作者
Sansores, C [1 ]
Pavón, J [1 ]
机构
[1] Univ Complutense Madrid, Dept Sistemas Informat & Programac, E-28040 Madrid, Spain
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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 address this 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.
引用
收藏
页码:244 / 253
页数:10
相关论文
共 50 条
  • [1] A MODEL-DRIVEN ARCHITECTURE APPROACH FOR AGENT-BASED MODELING AND SIMULATION
    Garro, Alfredo
    Parisi, Francesco
    Russo, Wilma
    [J]. SIMULTECH 2011: PROCEEDINGS OF THE 1ST INTERNATIONAL CONFERENCE ON SIMULATION AND MODELING METHODOLOGIES, TECHNOLOGIES AND APPLICATIONS, 2011, : 74 - 83
  • [2] Model-Driven Architecture for agent-based systems
    Gracanin, D
    Singh, HL
    Bohner, SA
    Hinchey, MG
    [J]. FORMAL APPROACHES TO AGENT-BASED SYSTEMS, 2005, 3228 : 249 - 261
  • [3] Application of Model Driven Techniques for Agent-Based Simulation
    Fuentes-Fernandez, Ruben
    Galan, Jose M.
    Hassan, Samer
    Lopez-Paredes, Adolfo
    Pavon, Juan
    [J]. ADVANCES IN PRACTICAL APPLICATIONS OF AGENTS AND MULTIAGENT SYSTEMS, 2010, 70 : 81 - +
  • [4] O D i M: A MODEL-DRIVEN APPROACH TO AGENT-BASED SIMULATION
    Nebrijo Duarte, Jaidermes
    de Lara, Juan
    [J]. 23RD EUROPEAN CONFERENCE ON MODELLING AND SIMULATION (ECMS 2009), 2009, : 158 - 165
  • [5] O D i M: A model-driven approach to agent-based simulation
    Duarte, Jaidermes Nebrijo
    De Lara, Juan
    [J]. Proceedings - 23rd European Conference on Modelling and Simulation, ECMS 2009, 2009, : 158 - 165
  • [6] Agent-based modeling and simulation in architecture
    Stieler, David
    Schwinn, Tobias
    Leder, Samuel
    Maierhofer, Mathias
    Kannenberg, Fabian
    Menges, Achim
    [J]. AUTOMATION IN CONSTRUCTION, 2022, 141
  • [7] THE EVOLUTION OF INFORMATION SYSTEMS ARCHITECTURE: AN AGENT-BASED SIMULATION MODEL
    Haki, Kazem
    Beese, Jannis
    Aier, Stephan
    Winter, Robert
    [J]. MIS QUARTERLY, 2020, 44 (01) : 155 - 184
  • [8] AN AGENT-BASED SIMULATION APPROACH TO MODEL HOSPITAL LOGISTICS
    Fragapane, G., I
    Zhang, C.
    Sgarbossa, F.
    Strandhagen, J. O.
    [J]. INTERNATIONAL JOURNAL OF SIMULATION MODELLING, 2019, 18 (04) : 654 - 665
  • [9] Replication of an agent-based model using the Replication Standard
    Zhang, Jiaxin
    Robinson, Derek T.
    [J]. ENVIRONMENTAL MODELLING & SOFTWARE, 2021, 139
  • [10] CFBM - A Framework for Data Driven Approach in Agent-Based Modeling and Simulation
    Thai Minh Truong
    Amblard, Frederic
    Gaudou, Benoit
    Blanc, Christophe Sibertin
    [J]. NATURE OF COMPUTATION AND COMMUNICATION (ICTCC 2016), 2016, 168 : 264 - 275