首先剖析了隐马尔可夫模型(Hidden Markov Model,HMM)的基本原理与结构,并对马尔科夫模型与HMM的结构和原理进行了比较,梳理了近年来HMM的理论研究进展,重点探讨了HMM在管理领域中一些实证研究成果及其应用特色。最后,对HMM今后进一步的研究方向进行展望。
First we analyze the basic principle and structure of HMM,and then compares Hidden Markov Model(HMM) with Markov Model.Next,we sort out some advancement of HMM in the theoretical improvements,and focus on the empirical researches and the application of HMM,especially in economic management.Finally,we give a prospect on the further study in this field.