Monte Carlo Methods in Statistical Mechanics: Foundations and New Algorithms Note to the Reader

Monte Carlo Methods in Statistical Mechanics: Foundations and New Algorithms Note to the Reader
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统计力学中的蒙特卡罗方法:基础和新算法读者须知

DOI:
10.1103/physrevd.90.105019
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发表时间:
1996
期刊:
影响因子:
5
通讯作者:
A. Sokal
A. Sokal
中科院分区:
物理与天体物理2区
文献类型:
--
作者:
A. Sokal

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这些笔记是1989年6月在瑞士罗曼德大学(洛桑,瑞士)第三物理周期课程上所作讲座的更新版本。我们感谢瑞士罗曼德三人组和Michel Droz教授允许重印这些笔记。以下笔记是基于我的课程\统计力学中的蒙特卡罗方法:基金会和新算法”给出了在课程三个周期德la Physique en瑞士罗曼德(洛桑,瑞士),以及1991年1月{2月}在计算物理学多级技术冬季学院(的里雅斯特,意大利)上讲授的我的课程“格点场理论的多重网格蒙特卡罗”。读者被警告说,其中一些材料是过时的(这是特别真实的关于数字工作的报告)。由于时间不够,我没有试图更新文本,但我添加了标有“1996年添加的注释”的脚注,纠正了一些错误并提供了额外的参考书目。我1996年在Carg ese的前两次讲座就是基于这里包含的材料。我的第三堂课描述了新的尼特规模外推法
These notes are an updated version of lectures given at the Cours de Troisi eme Cycle de la Physique en Suisse Romande (Lausanne, Switzerland) in June 1989. We thank the Troisi eme Cycle de la Physique en Suisse Romande and Professor Michel Droz for kindly giving permission to reprint these notes. The following notes are based on my course \Monte Carlo Methods in Statistical Mechanics: Foundations and New Algorithms" given at the Cours de Troisi eme Cycle de la Physique en Suisse Romande (Lausanne, Switzerland) in June 1989, and on my course \Multi-Grid Monte Carlo for Lattice Field Theories" given at the Winter College on Multilevel Techniques in Computational Physics (Trieste, Italy) in January{February 1991. The reader is warned that some of this material is out-of-date (this is particularly true as regards reports of numerical work). For lack of time, I have made no attempt to update the text, but I have added footnotes marked \Note Added 1996" that correct a few errors and give additional bibliography. My rst two lectures at Carg ese 1996 were based on the material included here. My third lecture described the new nite-size-scaling extrapolation