Advanced Dynamic-System Simulation
Model Replication and Monte Carlo Studies
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Beschreibung
A unique, hands-on guide to interactive modeling andsimulation of engineering systems
This book describes advanced, cutting-edge techniques fordynamic system simulation using the DESIRE modeling/simulationsoftware package. It offers detailed guidance on how to implementthe software, providing scientists and engineers with powerfultools for creating simulation scenarios and experiments for suchdynamic systems as aerospace vehicles, control systems, orbiological systems.
Along with two new chapters on neural networks, AdvancedDynamic-System Simulation, Second Edition revamps and updatesall the material, clarifying explanations and adding many newexamples. A bundled CD contains an industrial-strength version ofOPEN DESIRE as well as hundreds of program examples that readerscan use in their own experiments. The only book on the market todemonstrate model replication and Monte Carlo simulation ofreal-world engineering systems, this volume:
* Presents a newly revised systematic procedure fordifference-equation modeling
* Covers runtime vector compilation for fast model replication ona personal computer
* Discusses parameter-influence studies, introducing very fastvectorized statistics computation
* Highlights Monte Carlo studies of the effects of noise andmanufacturing tolerances for control-system modeling
* Demonstrates fast, compact vector models of neural networks forcontrol engineering
* Features vectorized programs for fuzzy-set controllers, partialdifferential equations, and agro-ecological modeling
Advanced Dynamic-System Simulation, Second Edition is atruly useful resource for researchers and design engineers incontrol and aerospace engineering, ecology, and agriculturalplanning. It is also an excellent guide for students usingDESIRE.
Autor*in
Granino A. Korn
Themen in »Advanced Dynamic-System Simulation«
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