Discrete-Event Modeling and Simulation: A Practitioner's Approach

ISBN-13: 9781420053364 / Angielski / Twarda / 2009 / 520 str.

Gbriel a. A. Wainer; Gabriel A. Wainer

Opis

Complex artificial dynamic systems require advanced modeling techniques that can accommodate their asynchronous, concurrent, and highly non-linear nature. Discrete Event systems Specification (DEVS) provides a formal framework for hierarchical construction of discrete-event models in a modular manner, allowing for model re-use and reduced development time.

Discrete Event Modeling and Simulation presents a practical approach focused on the creation of discrete-event applications. The book introduces the CD++ tool, an open-source framework that enables the simulation of discrete-event models. After setting up the basic theory of DEVS and Cell-DEVS, the author focuses on how to use the CD++ tool to define a variety of models in biology, physics, chemistry, and artificial systems. They also demonstrate how to map different modeling techniques, such as Finite State Machines and VHDL, to DEVS. The in-depth coverage elaborates on the creation of simulation software for DEVS models and the 3D visualization environments associated with these tools.

A much-needed practical approach to creating discrete-event applications, this book offers world-class instruction on the field s most useful modeling tools."

Spis treści

CONCEPTSIntroduction to the DEVS Modeling and Simulation formalismThe Cell-DEVS formalism BUILDING SIMULATION MODELS: THE CD++ TOOLKITModeling simple DEVS and Cell-DEVS models in CD++Discrete-Event Applications with DEVSDefining Varied Modeling techniques Using DEVS APPLICATIONS Models in Defense and Emergency planningModels in architecture and constructionModels in Environmental SciencesModels in Physics and ChemistryModels of artificial systems, Networking and CommunicationsModels of Urban TrafficSimulation and VisualizationMechanisms for 3D Visualization APPENDIX – Acknowledgements

O autorze

Gabriel A. Wainer