| 書目名稱 | Monte Carlo Methods | | 副標題 | A Hands-On Computati | | 編輯 | Sujaul Chowdhury | | 視頻video | http://file.papertrans.cn/640/639098/639098.mp4 | | 叢書名稱 | Synthesis Lectures on Mathematics & Statistics | | 圖書封面 |  | | 描述 | This book is intended for undergraduate students of Mathematics, Statistics, and Physics who know nothing about Monte Carlo Methods but wish to know how they work. All treatments have been done as much manually as is practicable. The treatments are deliberately manual to let the readers get the real feel of how Monte Carlo Methods work. Definite integrals of a total of five functions ????(????), namely Sin(????), Cos(????), e????, loge(????), and 1/(1+????2), have been evaluated using constant, linear, Gaussian, and exponential probability density functions ????(????). It is shown that results agree with known exact values better if ????(????) is proportional to ????(????). Deviation from the proportionality results in worse agreement. This book is on Monte Carlo Methods which are numerical methods for Computational Physics. These are parts of a syllabus for undergraduate students of Mathematics and Physics for the course titled "Computational Physics." Need for the book: Besides the three referenced books, this is the only book that teaches how basic Monte Carlo methods work. This book is much more explicit and easier to follow than the three referenced books. The two chapters on | | 出版日期 | Book 2021 | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-02429-0 | | isbn_softcover | 978-3-031-01301-0 | | isbn_ebook | 978-3-031-02429-0Series ISSN 1938-1743 Series E-ISSN 1938-1751 | | issn_series | 1938-1743 | | copyright | Springer Nature Switzerland AG 2021 |
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