E-raamat: Research Challenges in Modeling and Simulation for Engineering Complex Systems

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 fou

ndation; 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.

IntroductionRichard Fujimoto and Margaret LoperApplicationsWilliam Rouse and Philomena ZimmermanConceptual ModelingConrad Bock, Fatma Dandashi, Sanford Friedenthal, Nathalie Harrison, Steven Jenkins, Leon McGinnis, Janos Sztipanovits, Adelinde Uhrmacher, Eric Weisel, Lin ZhangComputational Challenges in Modeling and SimulationChristopher Carothers, Alois Ferscha, Richard Fujimoto, David Jefferson, Margaret Loper, Madhav Marathe, Simon J.E. Taylor, Hamid VakilzadianUncertainty in M&SWei Chen, George Kesidis, Tina Morrison, J. Tinsley Oden, Jitesh H. Panchal, Christiaan Paredis, Michael Pennock, Sez Atamturktur, Gabriel Terejanu, Michael YukishModel Reuse, Composition and AdaptationOsman Balci, George L. Ball, Katherine L. Morse, Ernie Page, Mikel D. Petty, Andreas Tolk, Sandra N. Veautour