The importance of a comprehensive and integrative view of modeling and simulation

A comprehensive and integrative view of modeling and simulation (M&S) is offered. This article is part of the M&S Body of Knowledge development activities sponsored by NTSA and may be used to support the efforts of policy makers who would like to promote policies about simulation-based activities. It can also be used as a basis for any advanced study of M&S.

[1]  Harold P. Frisch,et al.  Model-based systems , 2008 .

[2]  David J. Murray-Smith,et al.  Continuous System Simulation , 1994 .

[3]  Bernard P. Zeigler,et al.  Modelling and Simulation Methodology in the Artificial Intelligence Era: A Selection of Papers from the Working Conference, Wageningen, the Netherlands, July 1-5, 1985 , 1987 .

[4]  Bernard P. Zeigler,et al.  Modelling and Simulation Methodology: Knowledge Systems Paradigms , 1989 .

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

[6]  Tuncer Ören,et al.  Multiparadigm (Knowledge-Based and Numerical) Continuous Simulation Environments: Architectural Issues , 1994, CAST.

[7]  Tuncer Ören.  Maturing Phase of the Modeling and Simulation Discipline , 2005 .

[8]  Bernard P. Zeigler,et al.  Theory of Modelling and Simulation , 1979, IEEE Transactions on Systems, Man and Cybernetics.

[9]  Tuncer Ören,et al.  An ontology-based dictionary of understanding as a basis for software agents with understanding abilities , 2007, SpringSim '07.

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

[11]  Tuncer I. Ören,et al.  Model-Based Activities: A Paradigm Shift , 1984 .

[12]  Tuncer I. Ören,et al.  Dynamic templates and semantic rules for simulation advisors and certifiers , 1991 .

[13]  D. Bell.  Welcome to the post‐industrial society , 1976 .

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

[15]  Tuncer I. Ören.  Future of Modelling and Simulation: Some Development Areas , 2002 .

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

[17]  Bernard P. Zeigler,et al.  Modelling and simulation methodology in the artificial intelligence era. , 1986 .