William L. Dunn,
William L. (Professor and former Department Head of the Mechanical and Nuclear Engineering Department, Kansas State University, Department of Mechanical and Nuclear Engineering, Manhattan, USA) Dunn,
J. Kenneth Shultis,
J. Kenneth (Faculty Member, Kansas State University, Department of Mechanical and Nuclear Engineering, Manhattan, USA) Shultis
e.a.
Elsevier Science
e druk, 2022
9780128197394
Exploring Monte Carlo Methods
Specificaties
Paperback, blz.
|
Engels
Elsevier Science |
e druk, 2022
ISBN13: 9780128197394
Rubricering
Verwachte levertijd ongeveer 9 werkdagen
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
Inhoudsopgave
<p>1. Introduction<br>2. The Basis of Monte Carlo<br>3. Pseudorandom Number Generators<br>4. Sampling, Scoring, and Precision<br>5. Variance Reduction Techniques<br>6. Markov Chain Monte Carlo<br>7. Inverse Monte Carlo<br>8. Linear Operator Equations<br>9. The Fundamentals of Neutral Particle Transport<br>10. Monte Carlo Simulation of Neutral Particle Transport<br>11. Monte Carlo Applications</p>