Modeling and Simulation An Application-Oriented Introduction [1st ed.] 9783662518427, 3662518422

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English Pages XIV, 413 Seiten in 1 Teil 158 Illustrationen 23.5 x 16 cm, 0 g Year 2016

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Modeling and Simulation An Application-Oriented Introduction [1st ed.] 9783662518427, 3662518422

Table of contents :
1 Introduction.- 2 The necessary instruments in brief.- Part I Playing - deciding - planning: A modeling warm-up.- 3 Game theory.- 4 Group decisions.- 5 Schedules.- 6 Wiener processes.- Part II Traffic on highways and data highways: A trip through the simulation pipeline.- 7 Macroscopic simulation of traffic.- 8 Microscopic simulation of traffic.- 9 Stochastic traffic simulations.- Part III Dynamic systems: Cause, effect and interaction.- 10 Population dynamics.- 11 Controllers.- 12 Chaos theory.- Part IV Physics on the computer: The switch to number crunchers.- 13 Molecular dynamics.- 14 Thermal conduction.- 15 Fluid mechanics.- 16 Global illumination in computer graphics.- Closing remarks.- Bibliography.- Index.

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