Theory of modeling and simulation : discrete event and iterative system computational foundations
著者
書誌事項
Theory of modeling and simulation : discrete event and iterative system computational foundations
Academic Press, c2019
3rd ed. / Bernard P. Zeigler, Alexandre Muzy, Ernesto Kofman
- : pbk
- タイトル別名
-
Theory of modeling and simulation : discrete event & iterative system computational foundations
大学図書館所蔵 全7件
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
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).
目次
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
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