标题： 蒙特卡罗实用指南 显示英文标题

标题： Practical Guide to Monte Carlo

摘要： 我展示如何构造蒙特卡洛算法（程序），证明它们的正确性并对其进行文档化。 复杂的算法是通过少量基本方法构建的。 这种构造过程通过图形表示清晰地展示出来，其中复杂的图仅由几个基本构建块组成。 特别是，我讨论等效算法，即不同的蒙特卡洛算法，它们以不同的方式排列基本构建块，但生成相同的最终概率分布。 我还展示如何将给定的蒙特卡洛算法转换为另一个等效的算法，并讨论各种“架构”的优势。 显示英文摘要

摘要： I show how to construct Monte Carlo algorithms (programs), prove that they are correct and document them. Complicated algorithms are build using a handful of elementary methods. This construction process is transparently illustrated using graphical representation in which complicated graphs consist of only several elementary building blocks. In particular I discuss the equivalent algorithms, that is different MC algorithms, with different arrangements of the elementary building blocks, which generate the same final probability distribution. I also show how to transform a given MC algorithm into another equivalent one and discuss advantages of the various ``architectures''.