Engineering Emergence (eBook, PDF)

A Modeling and Simulation Approach
Redaktion: Rainey, Larry B.; Jamshidi, Mo

• Format: PDF

Produktbeschreibung

The book examines the nature of emergence in context of man-made systems and system of systems engineering problems. It investigates emergence from a modeling and simulation perspective to interrogate or explore the domain space via modeling and simulation to facilitate understanding, detection, classification, and prediction of the phenomenon.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 566
• Erscheinungstermin: 3. September 2018
• Englisch
• ISBN-13: 9781351694858
• Artikelnr.: 54673336

Autorenporträt

Larry B. Rainey, Ph.D. is Founder and Senior Partner at Integrity Systems and Solutions of Colorado, LLC, a consulting firm that specializes in modeling and simulation within missile defense and space operations domains. Dr. Rainey has also worked for the Missile Defense Agency and other U.S. Department of Defense organizations that address system of systems challenges. He has also been an assistant professor of systems engineering at the Colorado Technical University in Colorado Springs, Colorado and a visiting assistant professor of astronautical engineering at the Air Force Institute of Technology at Wright-Patterson Air Force Base, Ohio. He is the executive editor of four other major texts on the application of modeling and simulation and the author of many technical articles addressing the applications of systems theory and cybernetics to real world problems.

Inhaltsangabe

Section I Introduction and Overview 1. Introduction and Overview for
Engineering Emergence: A Modeling and Simulation Approach 2. System of
Systems Engineering-An Overview Section II Theoretical Perspectives 3.
DEVS-Based Modeling and Simulation Framework for Emergence in System of
Systems 4. Sources for Emergence and Development of System of Systems 5.
Leveraging Deterministic Chaos to Mitigate Combinatorial Explosions 6.
Phenomenological and Ontological Models for Predicting Emergence 7. System
of Systems Process Model 8. An Ontology of Emergence 9. Modeling and
Validation Challenges for Complex Systems 10. Foundations for the Modeling
and Simulation of Emergent Behavior Systems 11. Characterizing Emergent
Behavior in Systems of Systems 12. Engineered to Be Secure 13. Cyber
Insecurity Is Growing 14. The Challenge of Performing Research Which Will
Contribute Helpful Engineering Knowledge Concerning Emergence Section III
Theoretical Perspectives with Practical Applications 15. Examination of
Emergent Behavior in the Ballistic Missile Defense System: A Modeling and
Simulation Approach 16. Simulating Variable System Structures for
Engineering Emergence 17. Emergence as a Macroscopic Feature in Man-Made
Systems 18. Monterey Phoenix-Behavior Modeling Approach for the Early
Verification and Validation of System of Systems Emergent Behaviors 19. A
Model-Based Approach to Investigate Emergent Behaviors in Systems of
Systems 20. InterDyne: A Simulation Method for Exploring Emergent Behavior
Deriving from Interaction Dynamics 21. Emergence in the Context of System
of Systems Section IV Summary 22. Lessons Learned and the Proposed
Way-Ahead