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Exploring Monte Carlo Methods.
Exploring Monte Carlo Methods is a basic text that describes the numerical methods that have come to be known as "Monte Carlo." The book treats the subject generically through the first eight chapters and, thus, should be of use to anyone who wants to learn to use Monte Carlo. The next two...
| Cote: | Libro Electrónico |
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| Autres auteurs: | |
| Format: | Électronique eBook |
| Langue: | Inglés |
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Burlington :
Elsevier Science,
2011.
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| Sujets: | |
| Accès en ligne: | Texto completo |
Table des matières:
- Cover image; Table of Contents; Praise for Exploring Monte Carlo Methods; Front Matter; Copyright; Dedication; Preface; 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; A. Some Common Probability Distributions; B. The Weak and Strong Laws of Large Numbers; C. Central Limit Theorem.
- D. Some Popular Monte Carlo Codes for Particle TransportE. Minimal Standard Pseudorandom Number Generator; Index.