Emergent Behavior in Complex Systems Engineering (eBook)
416 Seiten
Wiley (Verlag)
978-1-119-37885-3 (ISBN)
SAURABH MITTAL, PhD, is Lead Systems Engineer/Scientist at MITRE Corporation, USA. He is also affiliated with Dunip Technologies, LLC, USA and Society of Modeling Simulation International, USA. He is a recipient of US Department of Defense's highest civilian contractor recognition: Golden Eagle. He has co-authored over eighty articles including two books: Netcentric System of Systems Engineering with DEVS Unified Process (CRC Press 2013) and Guide to Simulation-based Disciplines: Advancing our Computational Future (Springer 2017). SAIKOU DIALLO, PhD, is a Research Associate Professor at Old Dominion University's Virginia Modeling, Analysis and Simulation Center. Dr. Diallo has studied the concepts of interoperability of simulations and composability of models for over ten years. He is the Vice President in charge of conferences and a member of the Board of Directors for the Society for Modeling and Simulation International (SCS). Dr. Diallo has over one hundred publications in peer-reviewed conferences, journals and books. ANDREAS TOLK, PhD, is Division Technology Integrator at The MITRE Corporation and Adjunct Professor at the Old Dominion University. He is a Fellow of the Society for Modeling and Simulation. He published several books on systems engineering and modeling and simulation topics, among them: Engineering Principles of Combat Modeling and Distributed Simulation (Wiley 2012), Modeling and Simulation Support for System of Systems Engineering Applications (Wiley 2015), and The Profession of Modeling and Simulation (Wiley 2017).
FOREWORD x
PREFACE xiii
ABOUT THE EDITORS xvi
LIST OF CONTRIBUTORS xviii
SECTION I EMERGENT BEHAVIOR IN COMPLEX SYSTEMS 1
1 Metaphysical and Scientific Accounts of Emergence: Varieties of Fundamentality and Theoretical Completeness 3
John Symons
2 Emergence: What does it mean and How is it Relevant to Computer Engineering? 21
Wesley J. Wildman and F. LeRon Shults
3 System Theoretic Foundations for Emergent Behavior Modeling: The Case of Emergence of Human Language in a Resource-Constrained Complex Intelligent Dynamical System 35
Bernard P. Zeigler and Saurabh Mittal
4 Generative Parallax Simulation: Creative Cognition Models of Emergence for Simulation-Driven Model Discovery 59
Levent Yilmaz
SECTION II EMERGENT BEHAVIOR MODELING IN COMPLEX SYSTEMS ENGINEERING 77
5 Complex Systems Engineering and the Challenge of Emergence 79
Andreas Tolk, Saikou Diallo, and Saurabh Mittal
6 Emergence in Complex Enterprises 99
William B. Rouse
7 Emergence in Information Economies: An Agent-Based Modeling Perspective 129
Erika Frydenlund and David C. Earnest
8 Modeling Emergence in Systems of Systems using Thermodynamic Concepts 149
John J. Johnson IV, Jose J. Padilla, and Andres Sousa-Poza
9 Induced Emergence in Computational Social Systems Engineering: Multimodels and Dynamic Couplings as Methodological Basis 171
Tuncer Ören, Saurabh Mittal, and Umut Durak
10 Applied Complexity Science: Enabling Emergence through Heuristics and Simulations 201
Michael D. Norman, Matthew T.K. Koehler, and Robert Pitsko
SECTION III ENGINEERING EMERGENT BEHAVIOR IN COMPUTATIONAL ENVIRONMENTS 227
11 Toward the Automated Detection of Emergent Behavior 229
Claudia Szabo and Lachlan Birdsey
12 Isolating the Causes of Emergent Failures in Computer Software 263
Ross Gore
13 From Modularity to Complexity: A Cross-Disciplinary Framework for Characterizing Systems 285
Chih-Chun Chen and Nathan Crilly
14 The Emergence of Social Schemas and Lossy Conceptual Information Networks: How Information Transmission can lead to the Apparent "Emergence" of Culture 321
Justin E. Lane
15 Modeling and Simulation of Emergent Behavior in Transportation Infrastructure Restoration 349
Akhilesh Ojha, Steven Corns, Tom Shoberg, Ruwen Qin, and Suzanna Long
SECTION IV RESEARCH AGENDA 369
16 Research Agenda for Next-Generation Complex Systems Engineering 371
Saikou Diallo, Saurabh Mittal, and Andreas Tolk
INDEX 391
Erscheint lt. Verlag | 3.4.2018 |
---|---|
Reihe/Serie | Stevens Institute Series on Complex Systems and Enterprises |
Mitarbeit |
Herausgeber (Serie): William B. Rouse |
Sprache | englisch |
Themenwelt | Technik ► Elektrotechnik / Energietechnik |
Schlagworte | Electrical & Electronics Engineering • Elektrotechnik u. Elektronik • Komplexes System • Nichtlineare u. komplexe Systeme • Nonlinear and Complex Systems • Physics • Physik • Systems Engineering & Management • Systemtechnik • Systemtechnik u. -management |
ISBN-10 | 1-119-37885-0 / 1119378850 |
ISBN-13 | 978-1-119-37885-3 / 9781119378853 |
Haben Sie eine Frage zum Produkt? |
![PDF](/img/icon_pdf_big.jpg)
Größe: 9,1 MB
Kopierschutz: Adobe-DRM
Adobe-DRM ist ein Kopierschutz, der das eBook vor Mißbrauch schützen soll. Dabei wird das eBook bereits beim Download auf Ihre persönliche Adobe-ID autorisiert. Lesen können Sie das eBook dann nur auf den Geräten, welche ebenfalls auf Ihre Adobe-ID registriert sind.
Details zum Adobe-DRM
Dateiformat: PDF (Portable Document Format)
Mit einem festen Seitenlayout eignet sich die PDF besonders für Fachbücher mit Spalten, Tabellen und Abbildungen. Eine PDF kann auf fast allen Geräten angezeigt werden, ist aber für kleine Displays (Smartphone, eReader) nur eingeschränkt geeignet.
Systemvoraussetzungen:
PC/Mac: Mit einem PC oder Mac können Sie dieses eBook lesen. Sie benötigen eine
eReader: Dieses eBook kann mit (fast) allen eBook-Readern gelesen werden. Mit dem amazon-Kindle ist es aber nicht kompatibel.
Smartphone/Tablet: Egal ob Apple oder Android, dieses eBook können Sie lesen. Sie benötigen eine
Geräteliste und zusätzliche Hinweise
Buying eBooks from abroad
For tax law reasons we can sell eBooks just within Germany and Switzerland. Regrettably we cannot fulfill eBook-orders from other countries.
aus dem Bereich