Principles of Modeling and Simulation: A Multidisciplinary Approach

  • 4h 55m
  • Catherine M. Banks, John A. Sokolowski
  • John Wiley & Sons (US)
  • 2009

Explores wide-ranging applications of modeling and simulation techniques that allow readers to conduct research and ask "What if??"

Principles of Modeling and Simulation: A Multidisciplinary Approach is the first book to provide an introduction to modeling and simulation techniques across diverse areas of study. Numerous researchers from the fields of social science, engineering, computer science, and business have collaborated on this work to explore the multifaceted uses of computational modeling while illustrating their applications in common spreadsheets.

With its accessible style and wealth of real-world examples, Principles of Modeling and Simulation: A Multidisciplinary Approach is a valuable book for modeling and simulation courses at the upper-undergraduate and graduate levels. It is also an indispensable reference for researchers and practitioners working in statistics, mathematics, engineering, computer science, economics, and the social sciences who would like to further develop their understanding and knowledge of the field.

About the Authors

John A. Sokolowski, PhD, is Research Professor and Director of Research at the Virginia Modeling, Analysis, and Simulation Center (VMASC) at Old Dominion University. He has authored numerous journal articles on the use of modeling and simulation techniques in the fields of engineering, computer science, and human behavior representation.

Catherine M. Banks, PhD, is Research Assistant Professor at the Virginia Modeling, Analysis, and Simulation Center (VMASC) at Old Dominion University. The author of many published articles on modeling and simulation, Dr. Banks currently focuses her research on modeling states and their varied histories of revolution and insurgency, political economy and state volatility, and global warming and population dynamics.

In this Book

  • What is Modeling and Simulation?
  • The Role of Modeling and Simulation
  • Simulation—Models That Vary over Time
  • Queue Modeling and Simulation
  • Human Interaction with Simulations
  • Verification and Validation
  • Uses of Simulation
  • Modeling and Simulation—Real-World Examples
  • The Future of Simulation