Research Challenges in Modeling and Simulation for Engineering Complex Systems

  • Richard Fujimoto
  • Conrad Bock
  • Wei Chen
  • Ernest Page
  • Jitesh H. Panchal

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

Table of contents

  1. Front Matter
    Pages i-xix
  2. Richard Fujimoto, Margaret Loper
    Pages 1-11
  3. William Rouse, Philomena Zimmerman
    Pages 13-21
  4. Conrad Bock, Fatma Dandashi, Sanford Friedenthal, Nathalie Harrison, Steven Jenkins, Leon McGinnis et al.
    Pages 23-44
  5. Christopher Carothers, Alois Ferscha, Richard Fujimoto, David Jefferson, Margaret Loper, Madhav Marathe et al.
    Pages 45-74
  6. Wei Chen, George Kesidis, Tina Morrison, J. Tinsley Oden, Jitesh H. Panchal, Christiaan Paredis et al.
    Pages 75-86
  7. Osman Balci, George L. Ball, Katherine L. Morse, Ernest Page, Mikel D. Petty, Andreas Tolk et al.
    Pages 87-115
  8. Christopher Carothers, Alois Ferscha, Richard Fujimoto, David Jefferson, Margaret Loper, Madhav Marathe et al.
    Pages E1-E1
  9. Back Matter
    Pages 117-119

About this book

Introduction

This illuminating text/reference presents a review of the key aspects of the modeling and simulation (M&S) life cycle, and examines the challenges of M&S in different application areas. The authoritative work offers valuable perspectives on the future of research in M&S, and its role in engineering complex systems.

Topics and features:

  • Reviews the challenges of M&S for urban infrastructure, healthcare delivery, automated vehicle manufacturing, deep space missions, and acquisitions enterprise
  • Outlines research issues relating to conceptual modeling, covering the development of explicit and unambiguous models, communication and decision-making, and architecture and services
  • Considers key computational challenges in the execution of simulation models, in order to best exploit emerging computing platforms and technologies
  • Examines efforts to understand and manage uncertainty inherent in M&S processes, and how these can be unified under a consistent theoretical and philosophical foundation
  • Discusses the reuse of models and simulations to accelerate the simulation model development process

This thought-provoking volume offers important insights for all researchers involved in modeling and simulation across the full spectrum of disciplines and applications, defining a common research agenda to support the entire M&S research community.

Dr. Richard Fujimoto is a Professor in the School of Computational Science and Engineering at Georgia Institute of Technology, Atlanta, GA, USA. Dr. Conrad Bock is a Computer Scientist in the Systems Engineering Group under the Systems Integration Division (SID) of the Engineering Lab (EL) at the National Institute of Standards and Technology (NIST), Gaithersburg, MD, USA. Dr. Wei Chen is the Wilson-Cook Professor in Engineering Design and the Director of the Integrated Design Automation Laboratory (IDEAL) at Northwestern University, Evanston, IL, USA. Dr. Ernest Page is a Chief Engineer at The MITRE Corporation, McLean, VA, USA. Dr. Jitesh H. Panchal is an Associate Professor in the School of Mechanical Engineering at Purdue University, West Lafayette, IN, USA.

Keywords

Modeling and Simulation Conceptual Models Advanced Computing Techniques Reuse Simulation Applications

Editors and affiliations

  • Richard Fujimoto
    • 1
  • Conrad Bock
    • 2
  • Wei Chen
    • 3
  • Ernest Page
    • 4
  • Jitesh H. Panchal
    • 5
  1. 1.Georgia Institute of TechnologyAtlantaUSA
  2. 2.NISTGaithersburgUSA
  3. 3.Northwestern UniversityEvanstonUSA
  4. 4.The MITRE CorporationMcLeanUSA
  5. 5.Purdue UniversityWest LafayetteUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-58544-4
  • Copyright Information Springer International Publishing AG (outside the USA) 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-58543-7
  • Online ISBN 978-3-319-58544-4
  • Series Print ISSN 2195-2817
  • Series Online ISSN 2195-2825
  • About this book