基于Java的隐马尔可夫模型框架的实现

Realization of Hidden Markov Model Based on Java

隐马尔可夫模型是一种十分重要的统计学方法.该文提出了一种用Java语言作为程序设计语言的方法来实现隐马尔可夫模型的框 架,按照这一框架实现的隐马尔可夫模型具有很好的重用性和继承性,并能够使自己不受未知的外部事件的影响,从而有效地保护它的数据 和方法,而且对模型进行改进以及程序上的变化也不会影响它的外部应用程序的使用。

Hidden Markov model (HMM) is an important statistical method. But HMM is too complicated to be implemented efficiently by conventional programming methods. This paper uses Java as the programming language to implement HMM. This method has good inheritance and reusable, and do not be affected by exterior events. Its data and method will be perfected. Some changes do not affect its application programs.