Theory of Modeling and Simulation: Discrete Event & Iterative System Computational Foundations

3. Auflage 2018
ISBN: 978-0-12-813370-5
Verlag: ACADEMIC PR INC

Buch, Englisch, 692 Seiten, Format (B × H): 195 mm x 238 mm, Gewicht: 1207 g

Theory of Modeling and Simulation: Discrete Event & Iterative System Computational Foundations, Third Edition, continues the legacy of this authoritative and complete theoretical work. It is ideal for graduate and PhD students and working engineers interested in posing and solving problems using the tools of logico-mathematical modeling and computer simulation. Continuing its emphasis on the integration of discrete event and continuous modeling approaches, the work focuses light on DEVS and its potential to support the co-existence and interoperation of multiple formalisms in model components.

New sections in this updated edition include discussions on important new extensions to theory, including chapter-length coverage of iterative system specification and DEVS and their fundamental importance, closure under coupling for iteratively specified systems, existence, uniqueness, non-deterministic conditions, and temporal progressiveness (legitimacy).

Zielgruppe

Undergraduate students and graduate students, especially PhD students, researchers, and all workers in computational-based fields benefiting from modeling and simulation, both traditional and non-traditional

Autoren/Hrsg.

Zeigler, Bernard P.

Muzy, Alexandre

Kofman, Ernesto

Fachgebiete

• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Mathematische Modellierung
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle

Inhaltsverzeichnis

Part I Basics: Modeling Formalisms and Simulation Algorithms
1. Introduction to Systems Modeling Concepts

2. Framework for Modeling and Simulation

3. Modeling Formalisms and Their Simulators

4. Introduction to DEVS

5. Hierarchy of System Specifications

6. Basic Formalisms: DEVS, DESS, DTSS

7. Basic Formalisms: Coupled MultiComponent Systems

8. Simulators for Basic Formalisms

9. Multi-Formalism Modeling and Simulation

Part II Iterative System Specification
10. Introduction to Iterative System Specification

11. Basic Iterative System Specification

12. Iterative Specification Subformalisms

13. Finite and Timed Iterative Specifications

Part III System Morphisms: Abstraction, Representation, Approximation
14. Parallel and Distributed Discrete Event Simulation

15. Abstraction: Constructing Model Families

16. Verification, Validation, Approximate Morphisms

17. DEVS and DEVS-like Systems

18. Quantization-Based Simulation

19. DEVS Representation of Iteratively Specified Systems

Part IV Enhanced DEVS Formalisms
20. DEVS Markov Modeling and Simulation

21. DEVS Markov Model Lumping

22. Spiking Neuron Modeling- Iterative Specification

23. Open Research Problems

Über Autor(innen)

Zeigler, Bernard P.
Bernard P. Zeigler, is a Professor of Electrical & Computer Engineering at the University of Arizona and co-director of the Arizona Center for Integrative Modeling and Simulation. He is the author of numerous books and publications, a Fellow of the IEEE, and of the Society for Modeling and Simulation International.

Zeigler is currently heading a project for the Joint Interoperability Test Command (JITC) where he is leading the design of the future architecture for large distributed simulation events for the Joint Distributed Engineering Plant (JDEP). He is also developing DEVS-methodology approaches for testing mission thread end-to-end interoperability and combat effectiveness of Defense Department acquisitions and transitions to the Global Information Grid with its Service Oriented Architecture (GIG/SOA).

Kofman, Ernesto
Ernesto Kofman is a Professor at the Control Department at the Faculty of Exact Sciences, Engineering and Surveying of the National University of Rosario (FCEIA-UNR) and a Research Member of the National Research Council of Argentina (CONICET), where he is in charge of the Simulation and Automatic Control Group of the French-Argentine International Center for Information and Systems Sciences (CIFASIS).

Muzy, Alexandre
Alexandre MUZY is research fellow at CNRS, France, where he is in charge of the research group Modélisation, Simulation & Neurocognition (MS&N) at I3S laboratory in Sophia Antipolis.