新首次通过时间及其分布

L. Cui, Jianhui Chen, Hongda Gao, Jingyuan Shen
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引用次数: 1

摘要

首次通过时间(First Passage Time, FPT)是现实世界中一个非常重要的指标,在物理、化学、生物等领域都有广泛的应用,特别是在可靠性领域,寿命是FPT的一种。关于fpt的文献很多,其中一些已经出现在《自然》、《科学》和其他著名期刊上。然而,目前的FPT已不能满足日益增长的科学研究和工程需求。因此,从理论和应用的角度来看,需要一些新的fpt。本文针对给定的有限状态和连续时间马尔可夫过程,引入了两个新的FPT。在给出了FPTs的定义后,给出了FPTs的分布和实现FPTs前停留次数的分布等详细内容。在公式的推导中使用了拉普拉斯变换技术。最后,对FPTs的未来研究进行了展望。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
New First Passage Times and Their Distributions
The First Passage Time (FPT) is a very important index in the real world, which is ubiquitous in physics, chemistry, and biology, with numerous examples of applications, especially in reliability field, the lifetime is a kind of FPTs. A huge literature has been given on the FPTs, some of them have been appeared in Nature, Science and other famous journals. However, the current FPT cannot cover the increasing needs in scientific research and engineering. Therefore, some new FPTs are needed from a point-view of theory and applications. In this note, two new FPT are introduced for a given finite state and continuous time Markov process. After giving the definitions of FPTs, the detailed contents such as distributions of FPTs and the distributions of the number of sojourn times until the realizations of the FPTs are presented. The Laplace transform technique is used in the derivation of formulae. Finally, the future researches on FPTs shall be discussed.
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