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Concepts and Methodologies for Modeling and Simulation

A Tribute to Tuncer Ören

  • Book
  • © 2015

Overview

Editors:
  1. Levent Yilmaz

    1. Department of Computer Science and Software Engineering, Department of Industrial and Systems Engineering, Auburn University, Auburn, USA

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  • The only text to explore the first-order and higher-order synergies between modeling and simulation, systems engineering and complexity
  • Presents advances in the theory and methodology of modeling and simulation, addressing the complexity of applied Grand Challenge problems
  • Serves as a tribute to the pioneering and inspiring work of Dr. Tuncer Ören in the field of modeling and simulation
  • Includes supplementary material: sn.pub/extras

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

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Table of contents (16 chapters)

  1. Front Matter

    Pages i-xv
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  2. Simulation Methodologies

    1. Front Matter

      Pages 1-1
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    2. Toward Agent-Supported and Agent-Monitored Model-Driven Simulation Engineering

      • Levent Yilmaz
      Pages 3-18

    3. Service-Oriented Model Engineering and Simulation for System of Systems Engineering

      • Bernard P. Zeigler, Lin Zhang
      Pages 19-44

    4. Research on High-Performance Modeling and Simulation for Complex Systems

      • Bo Hu Li, Xudong Chai, Tan Li, Baocun Hou, Duzheng Qin, Qinping Zhao et al.
      Pages 45-66

    5. Dynamic Data-Driven Simulation: Connecting Real-Time Data with Simulation

      • Xiaolin Hu
      Pages 67-84

  3. Modeling Methodologies

    1. Front Matter

      Pages 85-85
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    2. Learning Something Right from Models That Are Wrong: Epistemology of Simulation

      • Andreas Tolk
      Pages 87-106

    3. Managing Hybrid Model Composition Complexity: Human–Environment Simulation Models

      • Hessam S. Sarjoughian, Gary R. Mayer, Isaac I. Ullah, C. Michael Barton
      Pages 107-134

    4. Transformation of Conceptual Models to Executable High-Level Architecture Federation Models

      • Gürkan Özhan, Halit Oguztüzün
      Pages 135-173

    5. Using Discrete-Event Cell-Based Multimodels for the Simulation of Evacuation Processes

      • Gabriel Wainer
      Pages 175-196

  4. Quality Assurance and Reliability of Simulation Studies

    1. Front Matter

      Pages 197-197
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    2. Quality Indicators Throughout the Modeling and Simulation Life Cycle

      • Osman Balci
      Pages 199-215

    3. Verification, Validation, and Replication Methods for Agent-Based Modeling and Simulation: Lessons Learned the Hard Way!

      • S. M. Niaz Arifin, Gregory R. Madey
      Pages 217-242

    4. Comparisons of Validated Agent-Based Model and Calibrated Statistical Model

      • ll-Chul Moon, Jang Won Bae
      Pages 243-256

    5. Generalized Discrete Events for Accurate Modeling and Simulation of Logic Gates

      • Maamar El Amine Hamri, Norbert Giambiasi, Aziz Naamane
      Pages 257-272

  5. Cognitive, Emotive, and Social Simulation

    1. Front Matter

      Pages 273-273
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    2. Specification and Implementation of Social Science Models

      • Paul K. Davis
      Pages 275-287

    3. Simulating Human Social Behaviors

      • Yu Zhang
      Pages 289-319

  6. Body of Knowledge of Modeling & Simulation

    1. Front Matter

      Pages 321-321
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Keywords

About this book

This comprehensive text presents cutting-edge advances in the theory and methodology of modeling and simulation (M&S) and reveals how this work has been influenced by the fundamental contributions of Prof. Tuncer Ören to this field. Exploring the synergies among the domains of M&S and systems engineering (SE), the book describes how M&S and SE can help to address the complex problems identified as “Grand Challenges” more effectively under a model-driven and simulation-directed systems engineering framework. Features: examines frameworks for the development of advanced simulation methodologies; presents a focus on advanced modeling methodologies; reviews the reliability and quality assurance of models; discusses the specification and simulation of human and social behavior, including models of personality, emotions, conflict management, perception and anticipation; provides a survey of the body of knowledge in M&S; highlights the foundations established by the pioneeringwork of Prof. Tuncer Ören.

Reviews

“The book is written in a vigorous and simple way while doing easy the reading for scientists and public with different levels of knowledge and with different needs and curiosities about treated topics, which places the book as a necessary reference for the progress of knowledge on modeling and simulation. … offer opportunities to help advance knowledge, improving the quality of results and respect ethical principles which are gaining ground every day in the constructions of the new global society.” (Research Gate, researchgate.net, December 2015)

Editors and Affiliations

  • Department of Computer Science and Software Engineering, Department of Industrial and Systems Engineering, Auburn University, Auburn, USA

    Levent Yilmaz

Bibliographic Information

  • Book Title: Concepts and Methodologies for Modeling and Simulation

  • Book Subtitle: A Tribute to Tuncer Ören

  • Editors: Levent Yilmaz

  • Series Title: Simulation Foundations, Methods and Applications

  • DOI: https://doi.org/10.1007/978-3-319-15096-3

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer International Publishing Switzerland 2015

  • Hardcover ISBN: 978-3-319-15095-6Published: 20 April 2015

  • Softcover ISBN: 978-3-319-38260-9Published: 09 October 2016

  • eBook ISBN: 978-3-319-15096-3Published: 08 April 2015

  • Series ISSN: 2195-2817

  • Series E-ISSN: 2195-2825

  • Edition Number: 1

  • Number of Pages: XV, 352

  • Number of Illustrations: 116 b/w illustrations

  • Topics: Simulation and Modeling, Complexity, Systems Theory, Control

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