Guide to Simulation-Based Disciplines: Advancing Our Computational Future

ISBN-13: 9783319870366 / Angielski / Miękka / 2018 / 370 str.

Saurabh Mittal; Umut Durak; Tuncer Oren

Recenzje

"There are many interesting quotations in the book. The author and subject indices are helpful. The book has many illustrations, including some in color. The book will be a helpful guide for understanding the importance of simulation in various disciplines." (S. V. Nagaraj, Computing Reviews, June, 2018)

Spis treści

Part I: Background

The Evolution of Simulation and its Contributions to Many Disciplines
Tuncer Ören and Umut Durak

The Modeling and Simulation (M&S) Technology Landscape
Ernest H. Page

Part II: Engineering and Architecture

Simulation-Based Engineering
Melih Cakmakci, Gullu Kiziltas Sendur and Umut Durak

Simulation-Based Systems Engineering
Andreas Tolk, Christopher G. Glazner and Robert Pitsko

Simulation-Based Cyber-Physical Systems and the Internet of Things
Bo Hu Li, Lin Zhang, Tan Li, Ting Yu Lin and Jin Cui

Simulation-Based Complex Adaptive Systems
Saurabh Mittal and Jose L. Risco-Martin

Simulation-Based Software Engineering
Oryal Tanir

Simulation-Based Architecture
Rhys Goldstein and Azam Khan

Part III: Natural Sciences

Simulation-Based Science: Toward Cognitive Generative Architectures for Simulation-Driven Discovery
Levent Yilmaz

Systems Design, Modeling and Simulation in Medicine
Hannes Prescher, Allan J. Hamilton and Jerzy W. Rozenblit

Part IV: Social Sciences and Management

Flipping Coins and Coding Turtles: The Evolution of M&S in the Social Sciences
David C. Earnest and Erika Frydenlund

Simulation-Based Enterprise Management: Model Driven from Business Process to Simulation
Gregory Zacharewicz, Amir Pirayesh-Neghab, Marco Seregni, Yves Ducq and Guy Doumeingts

Part V: Learning, Education and Training

Simulation-Based Learning and Education
Tuncer Ören, Charles Turnitsa and Saikou Y. Diallo

Simulation-Based Military Training
Agostino G. Bruzzone and Marina Massei

Epilogue

O autorze

Dr. Saurabh Mittal is a Lead Systems Engineer/Scientist in the Architecture Analytics Department of the MITRE Corporation, USA. He is also the founder and President of Dunip Technologies, LLC and Vice President-Memberships, Society of Computer Simulation International (SCS).

Dr. Umut Durak is a Research Scientist in the Department of Flight Dynamics and Simulation of the Institute of Flight Systems at the German Aerospace Center (DLR), and an Adjunct Lecturer in the Department of Informatics at Clausthal University of Technology, Germany. His other publications include the Springer title Distributed Simulation: A Model Driven Engineering Approach.

Dr. Tuncer Ören is a Professor Emeritus of Computer Science in the School of Electrical Engineering and Computer Science at the University of Ottawa, Canada. The legacy of his pioneering work is celebrated in the Springer title Concepts and Methodologies for Modeling and Simulation: A Tribute to Tuncer Ören.

Blurb

This invaluable text/reference reviews the state of the art in simulation-based approaches across a wide range of different disciplines, and provides evidence of using simulation-based approaches to advance these disciplines. Highlighting the benefits that simulation can bring to any field, the volume presents case studies by the leading experts from such diverse domains as the life sciences, engineering, architecture, arts, and social sciences.

Topics and features:

• Includes review questions at the end of every chapter
  
• Provides a broad overview of the evolution of the concept of simulation, stressing its importance across numerous sectors and disciplines
  
• Addresses the role of simulation in engineering design, and emphasizes the benefits of integrating simulation into the systems engineering paradigm
  
• Explains the relation of simulation with Cyber-Physical Systems and the Internet of Things, and describes a simulation infrastructure for complex adaptive systems
  
• Investigates how simulation is used in the Software Design Life Cycle to assess complex solutions, and examines the use of simulation in architectural design
  
• Reviews the function and purpose of simulation within the context of the scientific method, and its contribution to healthcare and health education training
  
• Discusses the position of simulation in research in the social sciences, and describes the simulation of service systems for simulation-based enterprise management
  
• Describes the role of simulation in learning and education, as well as in in military training
  

With its near-exhaustive coverage of disciplines, this comprehensive collection is essential reading for all researchers, practitioners and students seeking insights into the use of various modeling paradigms and the need for robust simulation infrastructure to advance their field into a computational future.