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Foreword xi List of Contributors xiii Notes on Contributors xvii List of Acronyms xxxi Part I Overview and Introduction 1. Overview and Introduction to Modeling and Simulation Support for System of Systems Engineering Applications 3 Larry B. Rainey and Andreas Tolk 2. The Role of Modeling and Simulation in System of Systems Development 11 Mark W. Maier Part II Theoretical and Methodological Considerations 3. Composability 45 Michael C. Jones 4. An Approach for System of Systems Tradespace Exploration 75 Adam M. Ross and Donna H. Rhodes 5. Data Policy Definition and Verification for System of Systems Governance 99 Daniele Gianni 6. System Health Management 131 Stephen B. Johnson 7. Model Methodology for a Department of Defense Architecture Design 145 R. William Maule Part III Theoretical and Methodological Considerations with Applications and Lessons Learned 8. An Agent-Oriented Perspective on System of Systems for Multiple Domains 187 Agostino G. Bruzzone, Alfredo Garro, Francesco Longo, and Marina Massei 9. Building Analytical Support for Homeland Security 219 Sanjay Jain, Charles W. Hutchings, and Yung-Tsun Tina Lee 10. Air Transportation Systems 249 William Crossley and Daniel DeLaurentis 11. Systemigram Modeling for Contextualizing Complexity in System of Systems 273 Brian Sauser and John Boardman 12. Using Modeling and Simulation for System of Systems Engineering Applications in the European Space Agency 303 Joachim Fuchs and Niklas Lindman 13. System of Systems Modeling and Simulation for Microgrids Using DDDAMS 337 Aristotelis E. Thanos, DeLante E. Moore, Xiaoran Shi, and Nurcin Celik 14. Composition of Behavior Models for Systems Architecture 361 Clifford A. Whitcomb, Mikhail Auguston, and Kristin Giammarco 15. Joint Training 393 James Harrington, Laura Hinton, and Michael Wright 16. Human in the Loop in System of Systems (SoS) Modeling and Simulation: Applications to Live, Virtual, and Constructive (LVC) Distributed Mission Operations (DMO) Training 415 Saurabh Mittal, Margery J. Doyle, and Antoinette M. Portrey 17. On Analysis of Ballistic Missile Defense Architecture through Surrogate Modeling and Simulation 453 Tommer R. Ender, Philip D. West, William Dale Blair, and Paul A. Miceli 18. Medical Enhancements to Sustain Life during Extreme Trauma Care 479 L. Drew Pihera, Nathan L. Adams, Tommer R. Ender, and Matthew L. Paden 19. Utility: Problem-Focused, Effects-Based Analysis (aka Information Value Chain Analysis) 515 Thomas W. O Brien and John F. Sarkesain 20. A Framework for Achieving Dynamic Cyber Effects through Distributed Cyber Command and Control/Battle Management (C2/BM) 531 John F. Sarkesain and Thomas W. O Brien 21. System of Systems Security 565 Bharat B. Madan Part IV Conclusions 22. Toward a Research Agenda for M&S Support of System of Systems Engineering 583 Andreas Tolk and Larry B. Rainey Index 593
Larry B. Rainey, PhD, is Founder and Senior Partner atIntegrity Systems and Solutions, LLC, a consulting firm thatspecializes in modeling and simulation within missile defense andspace operations domains. With more than 20 years of systemsengineering experience, Dr. Rainey has also worked for the MissileDefense Agency and other U.S. Department of Defense organizationsthat address system of systems challenges. Andreas Tolk, PhD, is Chief Scientist of SimIS Inc., whichprovides modeling and simulation services, enterprise architectureknowledge, and integration solutions to its customers. Dr. Tolk isalso Adjunct Professor in the Department of Engineering Managementand Systems Engineering of Old Dominion University as well as theauthor of Engineering Principles of Combat Modeling andDistributed Simulation, which is published by Wiley.