Simulation and Model-Based Methodologies: An Integrative View: 10 (NATO ASI Subseries F:, 10) - Softcover

Softcover

ISBN 10: 3642821464 ISBN 13: 9783642821462

Publisher: Springer, 2011

Synopsis

Simulation, like a gem, is multi-faceted. Several subfields of simulation have emerged based on the characteristics of models used in a simulation study, on the nature and the generation characteristics of model behavior, also on the agent soch as a computer which generates model behavior. For example, one distinguishes: - deterministic simulation, stochastic simulation, stiff simulation based on functional rela­ tionships of descriptive vuriables of models used; - combined simulation, continuous simulation, discrete simulation, process simulation, dis­ crete event simulation, activity-scanning simulation based on characteristics of descrip­ tive variables of modelS; variable topology simulation soch as moving boundary simulation, cellular simulation and fixed topology simulation soch as boundary-value simulation and network simulation (network flow simulation, Petri-net simulation, bond-graph simulation) based on spatial distribution of models; - simulation with fixed organization models (soch as simulation with hierarchical models) and simulation with variable organization models (i.e., autopoietic simulation) soch as metamorphic simulation, simulation with self-organizating models, simulation with self­ learning models, evolutionary simulation based on orgCl''lization of component models; - state-maintaining simulation, behaviorally adaptive simulation, goal-seeking simulation, purposive simulation, purposeful simulation, ideal-seeking simulation based on goal(s) to be pursued by the model; - trajectory simulation, stroctural simulation, real-time simulation, predictive simulation, prescriptive simulation, intermittent simulation (such as regenerative simulation, opti­ mizing simulation, gaming simulation, conferencing simulation, on-line simulation) based on nature md generation characteristics of model behavior; and - simulators such as aircraft simulator, earthquake simulator where physical analog can be

Edition details

• Publisher: Springer
• Publication date: 2011
• Language: English
• ISBN 10: 3642821464
• ISBN 13: 9783642821462
• Binding: Paperback
• Number of pages: 668
• Editor: Ören Tuncer I., Zeigler B.P., Elzas M.S.