William L. Dunn,
J. Kenneth Shultis,
J. Kenneth Shultis,
William L. Dunn
e.a.
Exploring Monte Carlo Methods
Paperback Engels 2022 2e druk 9780128197394Levertijd ongeveer 9 werkdagen
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Samenvatting
Exploring Monte Carlo Methods, Second Edition provides a valuable introduction to the numerical methods that have come to be known as "Monte Carlo." This unique and trusted resource for course use, as well as researcher reference, offers accessible coverage, clear explanations and helpful examples throughout. Building from the basics, the text also includes applications in a variety of fields, such as physics, nuclear engineering, finance and investment, medical modeling and prediction, archaeology, geology and transportation planning.
Specificaties
ISBN13:9780128197394
Taal:Engels
Bindwijze:Paperback
Aantal pagina's:592
Uitgever:Elsevier Science
Druk:2
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Inhoudsopgave
1. Introduction
2. The Basis of Monte Carlo
3. Pseudorandom Number Generators
4. Sampling, Scoring, and Precision
5. Variance Reduction Techniques
6. Markov Chain Monte Carlo
7. Inverse Monte Carlo
8. Linear Operator Equations
9. The Fundamentals of Neutral Particle Transport
10. Monte Carlo Simulation of Neutral Particle Transport
11. Monte Carlo Applications
2. The Basis of Monte Carlo
3. Pseudorandom Number Generators
4. Sampling, Scoring, and Precision
5. Variance Reduction Techniques
6. Markov Chain Monte Carlo
7. Inverse Monte Carlo
8. Linear Operator Equations
9. The Fundamentals of Neutral Particle Transport
10. Monte Carlo Simulation of Neutral Particle Transport
11. Monte Carlo Applications
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