Preface xi
Contributors xiii
Biographies xvii
Acknowledgments xxvii
Abbreviations xxix
1. Challenges of Combat Modeling and Distributed Simulation
1
Andreas Tolk
Part I Foundations
2. Applicable Codes of Ethics 25
Andreas Tolk
3. The NATO Code of Best Practice for Command and Control
Assessment 33
Andreas Tolk
4. Terms and Application Domains 55
Andreas Tolk
5. Scenario Elements 79
Andreas Tolk
Part II Combat Modeling
6. Modeling the Environment 95
Andreas Tolk
7. Modeling Movement 113
Andreas Tolk
8. Modeling Sensing 127
Andreas Tolk
9. Modeling Effects 145
Andreas Tolk
10. Modeling Communications, Command, and Control 171
Andreas Tolk
Part III Distributed Simulation
11. Challenges of Distributed Simulation 187
Andreas Tolk
12. Standards for Distributed Simulation 209
Andreas Tolk
13. Modeling and Simulation Development and Preparation
Processes 243
Andreas Tolk
14. Verification and Validation 263
Andreas Tolk
15. Integration of M&S Solutions into the Operational
Environment 295
Andreas Tolk
Part IV Advanced Topics
16. History of Combat Modeling and Distributed Simulation
331
Margaret L. Loper and Charles Turnitsa
17. Serious Games, Virtual Worlds, and Interactive Digital
Worlds 357
Roger D. Smith
18. Mathematical Applications for Combat Modeling 385
Patrick T. Hester and Andrew Collins
19. Combat Modeling with the High Level Architecture and Base
Object Models 413
Mikel D. Petty and Paul Gustavson
20. The Test and Training Enabling Architecture (TENA) 449
Edward T. Powell and J. Russell Noseworthy
21. Combat Modeling using the DEVS Formalism 479
Tag Gon Kim and Il-Chul Moon
22. GIS Data for Combat Modeling 511
David Lashlee, Joe Bricio, Robert Holcomb, and William T.
Richards
23. Modeling Tactical Data Links 537
Joe Sorroche
24. Standards-Based Combat Simulation Initialization using the
Military Scenario Definition Language (MSDL) 579
Robert L. Wittman Jr
25. Multi-Resolution Combat Modeling 607
Mikel D. Petty, Robert W. Franceschini, and James Panagos
26. New Challenges: Human, Social, Cultural, and Behavioral
Modeling 641
S. K. Numrich and P. M. Picucci
27. Agent Directed Simulation for Combat Modeling and
Distributed Simulation 669
Gnana K. Bharathy, Levent Yilmaz, and Andreas Tolk
28. Uncertainty Representation and Reasoning for Combat Models
715
Paulo C. G. Costa, Heber Herencia-Zapana, and Kathryn Laskey
29. Model-Based Data Engineering for Distributed Simulations
747
Saikou Y. Diallo
30. Federated Simulation for System of Systems Engineering
765
Robert H. Kewley and Marc Wood
31. The Role of Architecture Frameworks in Simulation Models:
The Human View Approach 811
Holly A. H. Handley
32. Multinational Computer Assisted Exercises 825
Erdal Cayirci
Annex 1: M&S Organizations/Associations 841
Salim Chemlal and Tuncer Ören
Annex 2: Military Simulation Systems 851
José J. Padilla
Index 869
ANDREAS TOLK, PhD, is Professor in the Department of Engineering Management and Systems Engineering at Old Dominion University. He supported the development of the discipline of modeling and simulation with his publications for a variety of modeling and simulation conferences as well as his contributions to various NATO research activities in the domains of combat modeling, command and control, and studies and analysis.
Tolk and his coauthors have extensive experience in thisarea, making this volume a standard reference for researchersengaged in combat modeling. The complexity of the domain, theconsequences of error, and the prohibitive cost of directexperimentation are as great in combat modeling as in any otherproblem area, making this volume a valuable source of examples andtechniques for modelers in other areas that are highly complex,consequential, and inaccessible by direct experiment." (Computing Reviews, 1 October 2012)
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