The book is first of its kind to address real world applications of the phenomenon of emergent behavior in real world system of systems. This text launches from the foundation of theory and basic understanding of the subject of emergent behavior as found in system of systems applications.
"This book compiles real-world case studies on discovering, understanding and engineering emergent behaviors in a computational environment across multiple application domains such as wargaming, biology, IoT, disaster management and space architecting. All the application domains are described through an undercurrent of System of Systems (SoS) engineering in conjunction with theoretical foundations required for engineering a Modeling and Simulation SoS capable of displaying valid emergent behavior. An excellent read and state-of-the-art in M&S of emergent behavior in complex systems!"
--Dr. Saurabh Mittal, Department Chief Scientist, The MITRE Corporation
This book is the of its kind to address real-world applications of the phenomenon of emergent behavior in real-world system of systems. It launches from the foundation of theory and basic understanding of the subject of emergent behavior as found in system of systems applications. It includes real-world examples where emergent behavior is manifested.
Each chapter addresses the following major points, which are exploratory in nature: the physical results of the presence of emergent behavior; the implications for the existence of emergent behavior; the manifestation of emergent behavior; and methods to either control emergent behavior assuming its effects are negative in nature, or capitalize on emergent behavior given its effects are positive in nature.
Section I. Introduction and Overview.
1. Introduction and Overview for
Emergent Behavior in System of Systems: Real-World Applications.
2. An
Overview of System of Systems and Associated Emergent Behavior.
3. Exposing
and Controlling Emergent Behaviors Using Models with Human Reasoning. Section
II. Practical Applications.
4. Future War at Sea: The U.S. Navy, Autonomy in
War at Sea and Emergent Behaviors.
5. Applications of Defense-in-Depth and
Zero-Trust Cryptographic Products in Emergent Cybersecurity Environments.
6.
The Nature of Emergence in Wargaming: Extracting Operational Insight from a
Dynamic Game Field.
7. DEVS-Based Modeling and Simulation to Reveal Emergent
Behaviors of IoT Devices.
8. Analyzing Emergence in Biological Neural
Networks Using Graph Signal Processing.
9. Deep Horizon Emergent Behavior in
a System of Systems Disaster.
10. Emergent Behavior in Space Architecting and
On-orbit SpaceOperations. Section III. Summary.
11. Lessons Learned and the
Proposed Way-Ahead.
Larry B. Rainey is a retired U.S. Air Force Research and Development Officer. Following his retirement from the Air Force he went to work for The Aerospace Corporation and various Department of Defense contractors. He has taught Spacecraft Design at the Air Force Institute of Technology, the graduate school of the Air Force and has taught modeling and simulation courses at Colorado Technical University and the University of Colorado at Colorado Springs.
Thomas O. Holland is a Principal Research Engineer at the Georgia Tech Research Institute (GTRI) Information and Controls Laboratory. Prior to joining GTRI Dr. Holland was the senior strategist for modeling and simulation at the Naval Surface Warfare Center in Dahlgren Virginia, Chief Engineer for the Marine Corps Framework for Assessing Cost and Technology, and member of the Assistant Secretary of the Navy Research, Development, and Acquisition Modeling & Simulation Leadership Council.
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