Exploring Monte Carlo methods

著者

• Dunn, William L. (William Lee)
• Shultis, J. Kenneth

書誌事項

Exploring Monte Carlo methods

William L. Dunn, J. Kenneth Shultis

Academic Press, an imprint of Elsevier, c2023

2nd ed

• : [pbk.]

注記

Includes bibligraphical references and index

内容説明・目次

内容説明

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.

目次

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

「Nielsen BookData」 より

詳細情報

• NII書誌ID(NCID): BC18925394
• ISBN:
  • 9780128197394
• LCCN: 2023385181
• 出版国コード: ne
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: Amsterdam
• ページ数/冊数: xxii, 570 p.
• 大きさ: 23 cm
• 分類:
  • DC23 : 518.282
  • LCC : QA298
• 件名:
  • LCSH : Monte Carlo method