By Levent Yilmaz, Tuncer Oren

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Additional resources for Agent-Directed Simulation and Systems Engineering (Wiley Series in Systems Engineering and Management)

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6 Types of simulation-based augmented reality. Type of environment (and equipment) Simulated environment Real people (operator) Real environment Live simulation Real people operate real and/or simulated equipment in real environment Virtual simulation Real people operate simulated equipment within virtual (simulated) environments • Simulator • Virtual simulator (All software simulator) Virtual (simulated) people 12 Automated vehicles Automatic control system (virtual operator) operates real equipment in real environment for example, vehicle without driver, aircraft without pilot; auto pilot Constructive simulation Simulated people use simulated equipment within simulated environments to provide experience to real people Virtual (simulated) training vehicle Virtual people operate simulated equipment in real environment for example, virtual (simulated or AI) aircraft in a dogfight training; virtual tank, etc.

23 Contributions of artificial intelligence to M&S, systems theories, systems engineering, software engineering, and software agents. 31 is on more challenging applications. 24 Contributions of software agents to M&S, systems theories, systems engineering, software engineering, and artificial intelligence. 25 Categories of advancement areas for M&S. 26 Consolidation of M&S knowledge. 27 Dissemination of M&S knowledge. 28 Requirements of professionalism. • Ethics: widespread adoption and practice of code of professional ethics (voluntary and/or required for individuals and/or M&S companies) • Certification: (voluntary and/or required for individuals and M&S companies) • Assesment of maturity levels of individuals and/or companies • Recognition of the M&S discipline and profession • US house resolution 487 (widespread dissemination: nationally, internationally) • Simulation Systems Engineering needs to be promoted • Consider analogies with history of dentistry and professional engineering and current status where (uncertified) nonsimulationists doing simulation studies.

Simulation is based on the concept of similarity, which has a very broad connotation. A list of over 80 terms other than simulation with similar connotations is given in the appendix. Agent-Directed Simulation and Systems Engineering. Edited by Levent Yilmaz and Tuncer Ören Copyright © 2009 WILEY-VCH Verlag GmbH & Co. 2 Simulation: Several Perspectives An early list of definitions of simulation was compiled by Pritsker (1979). Currently, many definitions of simulation can be found on the Web (simDefs-Web, 2008), and several hundred more definitions can be found by googling “definition of simulation”.

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