Advanced Dynamic-system Simulation: Model-replication Techniques and Monte Carlo Simulation
Learn the latest techniques in programming sophisticated simulation systems
This cutting-edge text presents the latest techniques in advanced simulation programming for interactive modeling and simulation of dynamic systems, such as aerospace vehicles, control systems, and biological systems. The author, a leading authority in the field, demonstrates computer software that can handle large simulation studies on standard personal computers. Readers can run, edit, and modify the sample simulations from the text with the accompanying CD-ROM, featuring the OPEN DESIRE program for Linux and Windows. The program included on CD solves up to 40,000 ordinary differential equations and implements exceptionally fast and convenient vector operations.
The text begins with an introduction to dynamic-system simulation, including a demonstration of a simple guided-missile simulation. Among the other highlights of coverage are:
This text is intended for graduate-level students, engineers, and computer scientists, particularly those involved in aerospace, control system design, chemical process control, and biological systems. All readers will gain the practical skills they need to design sophisticated simulations of dynamic systems.
Note: CD-ROM/DVD and other supplementary materials are not included as part of eBook file.
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Chapter 1 Introduction to Dynamicsystem Simulation
Chapter 2 Models with Difference Equations Limiters and Switches
Chapter 3 Programs with VectorMatrix Operations and Submodels
Chapter 4 Parameterinfluence Studies Model Replication and Monte Carlo Simulation
Chapter 5 Randomprocess Simulation and Monte Carlo Studies with Noisy Signals