Barry L. Nelson,
Linda Pei
Foundations and Methods of Stochastic Simulation
A First Course
Paperback Engels 2022 2e druk 9783030861964
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
This graduate-level textbook covers modelling, programming and analysis of stochastic computer simulation experiments, including the mathematical and statistical foundations of simulation and why it works. The book is rigorous and complete, but concise and accessible, providing all necessary background material. Object-oriented programming of simulations is illustrated in Python, while the majority of the book is programming language independent. In addition to covering the foundations of simulation and simulation programming for applications, the text prepares readers to use simulation in their research. A solutions manual for end-of-chapter exercises is available for instructors.
Specificaties
ISBN13:9783030861964
Taal:Engels
Bindwijze:paperback
Uitgever:Springer International Publishing
Druk:2
Lezersrecensies
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Inhoudsopgave
<p>Chapter 1: Why Do We Simulate.- Chapter 2: Simulation Programming: Quick Start.- Chapter 3: Examples.- Chapter 4: Simulation Programming with PythonSim.- Chapter 5: Three Views of Simulation.- Chapter 6: Simulation Input.- Chapter 7: Simulation Output.- Chapter 8: Experiment Design and Analysis.- Chapter 9: Simulation Optimization and Sensitivity.- Chapter 10: Simulation for Research.- References.- Index.</p>
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