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Guide to Modeling and Simulation of Systems of Systems

  • Textbook
  • © 2013

Overview

  • The first book to present modeling and simulation to support the virtual build and test of systems of systems
  • Combines reader-friendly logical development and readability with technical exposition
  • Each chapter includes a summary, review questions and, when appropriate, case studies, exercises, and/or examples
  • Includes supplementary material: sn.pub/extras

Part of the book series: Simulation Foundations, Methods and Applications (SFMA)

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Table of contents (18 chapters)

  1. Basic Concepts

  2. Part I

  3. Advanced Concepts

  4. Part II

  5. Applications

  6. Part III

Keywords

About this book

This guide demonstrates how virtual build and test can be supported by the Discrete Event Systems Specification (DEVS) simulation modeling formalism, and the System Entity Structure (SES) simulation model ontology. The book examines a wide variety of Systems of Systems (SoS) problems, ranging from cloud computing systems to biological systems in agricultural food crops. Features: includes numerous exercises, examples and case studies throughout the text; presents a step-by-step introduction to DEVS concepts, encouraging hands-on practice to building sophisticated SoS models; illustrates virtual build and test for a variety of SoS applications using both commercial and open source DEVS simulation environments; introduces an approach based on activity concepts intrinsic to DEVS-based system design, that integrates both energy and information processing requirements; describes co-design modeling concepts and methods to capture separate and integrated software and hardware systems.

Authors and Affiliations

  • Chief Scientist, RTSync Corp., Rockville, USA

    Bernard P. Zeigler

  • Computer Science & Engineering Faculty, Arizona State University, Tempe, USA

    Hessam S. Sarjoughian

About the authors

Dr. Bernard P. Zeigler is Emeritus Professor and Co-Director of the Arizona Center for Integrative Modeling and Simulation (ACIMS), at the University of Arizona, Tucson, USA. He is also Chief Scientist at RTSync, Rockville, MD, USA.

Dr. Hessam S. Sarjoughian is Associate Professor and Co-Director of ACIMS at Arizona State University, Tempe, USA.

The chapter Modeling and Simulation of Living Systems as Systems of Systems is written by Raphaël Duboz and Jean-Christophe Soulié of CIRAD (the Centre for International Cooperation in Agricultural Research for Development), France.

Bibliographic Information

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