Foundations and Methods of Stochastic Simulation
Foundations and Methods of Stochastic Simulation This graduate-level text covers modeling, programming and analysis of simulation experiments and provides a rigorous treatment of the foundations of…
Specifikacia Foundations and Methods of Stochastic Simulation
Foundations and Methods of Stochastic Simulation
This graduate-level text covers modeling, programming and analysis of simulation experiments and provides a rigorous treatment of the foundations of simulation and why it works. The book emphasizes essential foundations throughout, rather than providing a compendium of algorithms and theorems and prepares the reader to use simulation in research as well as practice.The book is a rigorous, but concise treatment, emphasizing lasting principles but also providing specific training in modeling, programming and analysis. It introduces object-oriented programming for simulation, covers both the probabilistic and statistical basis for simulation in a rigorous but accessible manner (providing all necessary background material); and provides a modern treatment of experiment design and analysis that goes beyond classical statistics.
In addition to teaching readers how to do simulation,