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Emergent Behavior in System of Systems Engineering: Real-World Applications [Kõva köide]

Edited by (Integrity Systems and Solutions, Colorado, USA), Edited by (Naval Surface Warfare Center, USA.)
  • Formaat: Hardback, 266 pages, kõrgus x laius: 234x156 mm, kaal: 453 g, 31 Tables, black and white; 66 Line drawings, black and white; 7 Halftones, black and white; 73 Illustrations, black and white
  • Sari: System of Systems Engineering
  • Ilmumisaeg: 05-Aug-2022
  • Kirjastus: CRC Press
  • ISBN-10: 036775035X
  • ISBN-13: 9780367750350
Teised raamatud teemal:
  • Formaat: Hardback, 266 pages, kõrgus x laius: 234x156 mm, kaal: 453 g, 31 Tables, black and white; 66 Line drawings, black and white; 7 Halftones, black and white; 73 Illustrations, black and white
  • Sari: System of Systems Engineering
  • Ilmumisaeg: 05-Aug-2022
  • Kirjastus: CRC Press
  • ISBN-10: 036775035X
  • ISBN-13: 9780367750350
Teised raamatud teemal:
"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.
Foreword vii
Editors ix
Contributors xi
SECTION I Introduction and Overview
Chapter 1 Introduction and Overview for Emergent Behavior in System of Systems: Real-World Applications
3(8)
Larry B. Rainey
Chapter 2 An Overview of System of Systems and Associated Emergent Behavior
11(12)
O. Thomas Holland
Chapter 3 Exposing and Controlling Emergent Behaviors Using Models with Human Reasoning
23(42)
Kristin Giammarco
SECTION II Practical Applications
Chapter 4 Future War at Sea: The US Navy, Autonomy in War at Sea and Emergent Behaviors
65(28)
Shelley P. Gallup
Chapter 5 Appl ications of Defense-in-Depth and Zero-Trust Cryptographic Products in Emergent Cybersecurity Environments
93(26)
Kent D. Lambert
Chapter 6 The Nature of Emergence in Wargaming: Extracting Operational Insight from a Dynamic Game Field
119(32)
William J. Lademan
O. Thomas Holland
Chapter 7 DEVS-Based Modeling and Simulation to Reveal Emergent Behaviors of IoT Devices
151(20)
Moath Jarrah
Omar Al-Jarrah
Chapter 8 Analyzing Emergence in Biological Neural Networks Using Graph Signal Processing
171(22)
Kevin Schultz
Marisel Villafane-Delgado
Elizabeth P. Reilly
Anshu Saksena
Grace M. Hwang
Chapter 9 Deepwater Horizon: Emergent Behavior in a System of Systems Disaster
193(38)
Polinpapilinho F. Katina
Charles B. Keating
Chapter 10 Emergent Behavior in Space Architecting and On-orbit Space Operations
231(20)
Larry B. Rainey
SECTION III Summary
Chapter 11 Lessons Learned and the Proposed Way-Ahead
251(12)
Larry B. Rainey
O. Thomas Holland
Index 263
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.