用蒙特卡罗方法求解偏微分方程的混合计算机解

W. Little
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引用次数: 13

摘要

除了有限差分方法外,蒙特卡罗方法还以求解某些偏微分方程而闻名。然而,当在数字计算机上实现时,蒙特卡罗方法通常被证明是非常低效的。1960年,密歇根大学进行的一项研究描述了机械化蒙特卡洛方法的模拟计算机技术。从密歇根大学的研究中可以明显看出,一台快速的模拟计算机,加上一台小型数字计算机和一个适度的接口,可以以与标准有限差分方法相竞争的速度获得蒙特卡罗解。
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Hybrid computer solutions of partial differential equations by Monte Carlo methods
In addition to finite-difference methods, Monte Carlo methods also are known for solving certain partial differential equations. When implemented on a digital computer, however, the Monte Carlo methods have generally proven to be very inefficient. In 1960, a study carried out at the University of Michigan described analog computer techniques for mechanizing Monte Carlo methods. From the Michigan study it became evident that a fast analog computer together with a small digital computer and a modest interface could obtain Monte Carlo solutions at rates competitive with standard finite-difference methods.
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