Exploring Monte Carlo Methods
Autor William L. Dunn, J. Kenneth Shultisen Limba Engleză Paperback – 12 aug 2022
- Provides a comprehensive yet concise treatment of Monte Carlo methods
- Uses the famous "Buffon’s needle problem" as a unifying theme to illustrate the many aspects of Monte Carlo methods
- Includes numerous exercises and useful appendices on: Certain mathematical functions, Bose Einstein functions, Fermi Dirac functions and Watson functions
Toate formatele și edițiile | Preț | Express |
---|---|---|
Paperback (1) | 397.64 lei 2-4 săpt. | +77.67 lei 7-13 zile |
ELSEVIER SCIENCE – 12 aug 2022 | 397.64 lei 2-4 săpt. | +77.67 lei 7-13 zile |
Hardback (1) | 518.86 lei 5-7 săpt. | |
ELSEVIER SCIENCE – 9 iun 2011 | 518.86 lei 5-7 săpt. |
Preț: 397.64 lei
Preț vechi: 527.10 lei
-25% Nou
Puncte Express: 596
Preț estimativ în valută:
76.12€ • 78.33$ • 64.17£
76.12€ • 78.33$ • 64.17£
Carte disponibilă
Livrare economică 01-15 februarie
Livrare express 25-31 ianuarie pentru 87.66 lei
Preluare comenzi: 021 569.72.76
Specificații
ISBN-13: 9780128197394
ISBN-10: 0128197390
Pagini: 592
Dimensiuni: 152 x 229 x 29 mm
Greutate: 0.92 kg
Ediția:2
Editura: ELSEVIER SCIENCE
ISBN-10: 0128197390
Pagini: 592
Dimensiuni: 152 x 229 x 29 mm
Greutate: 0.92 kg
Ediția:2
Editura: ELSEVIER SCIENCE
Cuprins
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
Recenzii
"Anyone interested in learning about the basics of the Monte Carlo method, and its potential applications, will find this an excellent book…ideal book for an undergraduate or graduate course in mathematics or statistics." --IEEE Electrical Insulation Magazine
"Emphasizing the burgeoning practical applications rather than strict mathematical rigor of methods that have been used for about a century, this text is intended as an introduction for undergraduate or graduate courses, as a self-teaching guide, and as a reference. The first eight chapters are generic and are relevant to applications in any field. They include discussion of history and definition; the basis; sampling, scoring, and precision; variance reduction techniques; Markov chain and inverse Monte Carlo; and linear operator equations. Following are two chapters on radiation transport, a field familiar to authors William L. Dunn and J. Kenneth Shultis (both are nuclear engineers affiliated with Kansas State U.), but the focus remains on general principles that can be applied in many fields. Each chapter includes examples and problems and exercises. Five appendices contain supporting material." --Reference and Research Book News
"Overall, the book is very well written, and the contents are concisely and logically introduced. It should be very useful as a textbook for undergraduate or graduate courses in numerical methods employing Monte Carlo techniques like molecular simulations." --Contemporary Physics
"Emphasizing the burgeoning practical applications rather than strict mathematical rigor of methods that have been used for about a century, this text is intended as an introduction for undergraduate or graduate courses, as a self-teaching guide, and as a reference. The first eight chapters are generic and are relevant to applications in any field. They include discussion of history and definition; the basis; sampling, scoring, and precision; variance reduction techniques; Markov chain and inverse Monte Carlo; and linear operator equations. Following are two chapters on radiation transport, a field familiar to authors William L. Dunn and J. Kenneth Shultis (both are nuclear engineers affiliated with Kansas State U.), but the focus remains on general principles that can be applied in many fields. Each chapter includes examples and problems and exercises. Five appendices contain supporting material." --Reference and Research Book News
"Overall, the book is very well written, and the contents are concisely and logically introduced. It should be very useful as a textbook for undergraduate or graduate courses in numerical methods employing Monte Carlo techniques like molecular simulations." --Contemporary Physics