Service-Oriented Model Engineering and Simulation for System of Systems Engineering

To meet the challenges in development and management of system of systems engineering, this chapter introduces the concept of the model engineering, which aims to set up a systematic, normalized, and quantifiable engineering methodology. By building on the basic principles in model construction and maintenance, to guarantee the credibility of simulations, we present strategies to manage the data, processes, and organizations/people involved in the full life cycle of an M&S study. We also show how model engineering can take advantage of the service-oriented technology to provide an efficient way of building and managing the model of a system of systems.

[1]  Bernard P. Zeigler,et al.  Concepts for advanced simulation methodologies , 1979 .

[2]  Tag Gon Kim,et al.  A Plan-Generation-Evaluation Framework for Design Space Exploration of Digital Systems Design , 2006, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..

[3]  Bernard P. Zeigler,et al.  Interoperability between DEVS simulators using service oriented architecture and DEVS namespace , 2009, SpringSim '09.

[4]  Jie Liu,et al.  Service-oriented model composition , 2014, SummerSim.

[5]  Tag Gon Kim,et al.  RASES: A database supported framework for structured model base management , 1997, Simul. Pract. Theory.

[6]  Levent Yilmaz,et al.  Agent-directed simulation systems engineering , 2007 .

[7]  Sung-Do Chi,et al.  HEAP-Based Defense Modeling and Simulation Methodology , 2013, IEICE Trans. Inf. Syst..

[8]  Bernard P. Zeigler,et al.  System Entity Structure for XML Meta Data Modeling; Application to the US Climate Normals , 2008, SEDE.

[9]  Saurabh Mittal,et al.  DEVS-Based Dynamic Model Reconfiguration and Simulation Control in the Enhanced DoDAF Design Process , 2006 .

[10]  Youngshin Han,et al.  System entity structure for XML meta data modeling: application to the logistics , 2010, SpringSim.

[11]  Janina Decker,et al.  Simulation and Model-Based Methodologies: An Integrative View , 1984, NATO ASI Series.

[12]  Bernard P. Zeigler,et al.  Theory of modeling and simulation , 1976 .

[13]  Bernard P. Zeigler,et al.  Multifacetted Modelling and Discrete Event Simulation , 1984 .

[14]  Osman Balci,et al.  A life cycle for modeling and simulation , 2012, Simul..

[15]  Axel Lehmann,et al.  A model validation study of hierarchical and distributed web caching model , 2010, SpringSim.

[16]  Tuncer I. Ören Toward the Body of Knowledge of Modeling and Simulation , 2005 .

[17]  Markus Völter,et al.  Model-Driven Software Development: Technology, Engineering, Management , 2006 .

[18]  Celso Leandro Palma,et al.  Theory of modeling and simulation: integrating discrete event and continuous complex dynamic systems , 2016 .

[19]  Zheng Li-ping Survey of Complex System and Complex System Simulation , 2008 .

[20]  D. Pace Modeling and simulation verification and validation challenges , 2004 .

[21]  Saurabh Mittal,et al.  Model engineering for cyber complex adaptive systems , 2014 .

[22]  Michael A. Arbib,et al.  A mathematical theory of systems engineering: The elements , 1970 .

[23]  Bernard P. Zeigler,et al.  System Entity Structures for Suites of simulation Models , 2013, Int. J. Model. Simul. Sci. Comput..

[24]  Bernard P. Zeigler,et al.  Guide to Modeling and Simulation of Systems of Systems , 2012, SpringerBriefs in Computer Science.

[25]  Zhang Li,et al.  Model Engineering for Complex System Simulation , 2013 .

[26]  Bernard P. Zeigler,et al.  Combining DEVS and model-checking: using systems morphisms for integrating simulation and analysis in model engineering , 2014 .

[27]  Jean-Marc Jézéquel,et al.  Model Driven Engineering , 2017, Encyclopedia of GIS.

[28]  Saurabh Mittal,et al.  Netcentric System of Systems Engineering with DEVS Unified Process , 2013 .

[29]  Bernard P. Zeigler,et al.  System theoretic foundations of modeling and simulation: a historic perspective and the legacy of A Wayne Wymore , 2012, Simul..

[30]  Bernard P. Zeigler,et al.  System entity structuring and model base management , 1990, IEEE Trans. Syst. Man Cybern..

[31]  Brian J. Sauser,et al.  System of Systems - the meaning of of , 2006, 2006 IEEE/SMC International Conference on System of Systems Engineering.

[32]  Tag Gon Kim,et al.  Knowledge-based environment for investigating multicomputer architectures , 1989 .

[33]  Shawn Parr,et al.  Towards a Simulation Component Model for HLA , 2002 .

[34]  Tag Gon Kim,et al.  Multifaceted modeling and simulation framework for system of systems using HLA/RTI , 2013, SpringSim.

[35]  Sung-Do Chi,et al.  SIMVA: simulation-based network vulnerability analysis system , 2009, SpringSim '09.

[36]  Douglas C. Schmidt,et al.  Guest Editor's Introduction: Model-Driven Engineering , 2006, Computer.

[37]  Stuart Kent,et al.  Model Driven Engineering , 2002, IFM.

[38]  Paul A. Fishwick,et al.  Qualitative methodology in simulation model engineering* , 1989, Simul..

[39]  Levent Yilmaz,et al.  Synergies of simulation, agents, and systems engineering , 2012, Expert Syst. Appl..

[40]  Paul A. Fishwick,et al.  Toward an integrated approach to simulation model engineering , 1990 .

[41]  Sung-Do Chi,et al.  FAMES: fully agent-based modeling & emergent simulation , 2009, SpringSim '09.