书目名称 | Monte Carlo Methods Utilizing Mathematica® |
副标题 | Applications in Inve |
编辑 | Sujaul Chowdhury |
视频video | |
概述 | Demonstrates how to carry out definite integrals with Monte Carlo methods using Mathematica and random variates.Shows readers how to apply the Variational Quantum Monte Carlo method to a simple harmon |
丛书名称 | Synthesis Lectures on Mathematics & Statistics |
图书封面 |  |
描述 | .This book provides practical demonstrations of how to carry out definite integrals with Monte Carlo methods using Mathematica. Random variates are sampled by the inverse transform method and the acceptance-rejection method using uniform, linear, Gaussian, and exponential probability distribution functions. A chapter on the application of the Variational Quantum Monte Carlo method to a simple harmonic oscillator is included. These topics are all essential for students of mathematics and physics. The author includes thorough background on each topic covered within the book in order to help readers understand the subject. The book also contains many examples to show how the methods can be applied. . |
出版日期 | Textbook 2023 |
关键词 | Monte Carlo Methods; Mathematica; Inverse Transform Sampling; Acceptance-rejection Sampling; Definite In |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-031-23294-7 |
isbn_softcover | 978-3-031-23296-1 |
isbn_ebook | 978-3-031-23294-7Series ISSN 1938-1743 Series E-ISSN 1938-1751 |
issn_series | 1938-1743 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |