Sokolowski / Banks Handbook of Real-World Applications in Modeling and Simulation

1. Auflage 2012
ISBN: 978-1-118-24129-5
Verlag: John Wiley & Sons
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 352 Seiten, E-Book

Reihe: Wiley Series in Operations Research and Management Science

Introduces various modeling and simulation methods and paradigms that are used to explain and solve the predominant challenges facing society
Handbook of Real-World Applications in Modeling and Simulation provides a thorough explanation of modeling and simulation in the most useful, current, and predominant applied areas of transportation, homeland security, medicine, operational research, military science, and business modeling. Offering a cutting-edge and accessible presentation, this book discusses how and why the presented domains have become leading applications of modeling and simulation techniques.
Contributions from leading academics and researchers integrate modeling and simulation theories, methods, and data to analyze challenges that involve technological and social issues. The book begins with an introduction that explains why modeling and simulation is a reliable analysis assessment tool for complex systems problems. Subsequent chapters provide an orientation to various modeling and simulation methods and paradigms that are used to explain and solve the predominant challenges across real-world applied domains. Additionally, the handbook:
* Provides a practical one-stop reference on modeling and simulation and contains an accessible introduction to key concepts and techniques
* Introduces, trains, and prepares readers from statistics, mathematics, engineering, computer science, economics, and business to use modeling and simulation in their studies and research
* Features case studies that are representative of fundamental areas of multidisciplinary studies and provides a concise look at the key concepts of modeling and simulation
* Contains a collection of original ideas on modeling and simulation to help academics and practitioners develop a multifunctional perspective
Self-contained chapters offer a comprehensive approach to explaining each respective domain and include sections that explore the related history, theory, modeling paradigms, and case studies. Key terms and techniques are clearly outlined, and exercise sets allow readers to test their comprehension of the presented material.
Handbook of Real-World Applications in Modeling and Simulation is an essential reference for academics and practitioners in the areas of operations research, business, management science, engineering, statistics, mathematics, and computer science. The handbook is also a suitable supplement for courses on modeling and simulation at the graduate level.

Autoren/Hrsg.

Sokolowski, John A.

Banks, Catherine M.

Inhaltsverzeichnis

Contributors
Preface
Introduction. Contemplating a National Strategy for Modeling and Simulation
John A. Sokolowski
Chapter 1. Modeling and Simulation for Research and Analysis
Catherine M. Banks
Chapter 2. Human Behavior Modeling: A Real-World Application
John A. Sokolowski
Chapter 3. Transportation
R. Michael Robinson
Chapter 4. Homeland Security Risk Modeling
Barry C. Ezell
Chapter 5. Operations Research
Andrew J. Collins and Christine S. M. Currie
Chapter 6. Business Process Modeling
Rafael Diaz, Joshua G. Behr, and Mandur Tupule
Chapter 7. Medical M&S: A Review of Mesh Generation for Medical Simulators
Michele A. Audette, Andrey N. Chernikov, and Nikos Chrisochoides
Chapter 8. Military Interoperability Challenges
Siakou Diallo and Jose Padilla
Appendices
PowerPoint Slides
Index

Über Autor(innen)

John A. Sokolowski, PHD, is Executive Director of the VirginiaModeling, Analysis, and Simulation Center (VMASC) at Old DominionUniversity, where he is also Associate Professor of Modeling andSimulation Engineering. He is the coeditor of Principles ofModeling and Simulation: A Multidisciplinary Approach, Modeling andSimulation Fundamentals: Theoretical Underpinnings and PracticalDomains, and Modeling and Simulation in the Medical and HealthSciences and coauthor of Modeling and Simulation for AnalyzingGlobal Events, all published by Wiley.
Catherine M. Banks, PHD, is Research Associate Professor atVMASC. She is the coeditor of Principles of Modeling andSimulation: A Multidisciplinary Approach, Modeling and SimulationFundamentals: Theoretical Underpinnings and Practical Domains, andModeling and Simulation in the Medical and Health Sciences andcoauthor of Modeling and Simulation for Analyzing Global Events,all published by Wiley.