Monte Carlo Methods and the Computers of the Future (Classic Reprint) - Couverture souple

Malvin H. Kalos

Couverture souple

ISBN 10 : 1332874304 ISBN 13 : 9781332874309

Editeur : Forgotten Books, 2018

Synopsis

Unlock the power of randomness for solving hard scientific problems .

Learn how Monte Carlo methods turn guesswork into reliable numbers and guide the design of parallel computing systems. This book explains why random sampling is a practical tool for high-dimensional problems, from statistical physics to radiation transport. It discusses algorithms, hardware considerations, and how to balance accuracy, speed, and architecture. Readers will see how theory meets real-world computing challenges, with examples and insights that bridge science and computer design.

• How Monte Carlo sampling converges to correct averages and how many samples you typically need.
• Strategies for parallelizing Monte Carlo, including vectorization and multi-threading, without sacrificing flexibility.
• Architectural ideas for large, fast machines, and how to match algorithms to hardware.
• Illustrative discussions of two key problem domains: Ising models in statistical mechanics and transport simulations through matter.

Ideal for scientists, engineers, and students who want a practical view of Monte Carlo methods and the computer architectures that make them work.

A propos du livre

Présentation de l'éditeur

Leopold Classic Library is delighted to publish this classic book as part of our extensive collection. As part of our on-going commitment to delivering value to the reader, we have also provided you with a link to a website, where you may download a digital version of this work for free. Many of the books in our collection have been out of print for decades, and therefore have not been accessible to the general public. Whilst the books in this collection have not been hand curated, an aim of our publishing program is to facilitate rapid access to this vast reservoir of literature. As a result of this book being first published many decades ago, it may have occasional imperfections. These imperfections may include poor picture quality, blurred or missing text. While some of these imperfections may have appeared in the original work, others may have resulted from the scanning process that has been applied. However, our view is that this is a significant literary work, which deserves to be brought back into print after many decades. While some publishers have applied optical character recognition (OCR), this approach has its own drawbacks, which include formatting errors, misspelt words, or the presence of inappropriate characters. Our philosophy has been guided by a desire to provide the reader with an experience that is as close as possible to ownership of the original work. We hope that you will enjoy this wonderful classic book, and that the occasional imperfection that it might contain will not detract from the experience.

Détails de l'édition

• Éditeur: Forgotten Books
• Date d'édition: 2018
• Langue: anglais
• ISBN 10: 1332874304
• ISBN 13: 9781332874309
• Reliure: Broché
• Nombre de pages: 39
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