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有向无环图结构及边缘化研究

陈本芬 许成 刘丽丽

青岛大学学报(自然科学版)2017,Vol.30Issue(3):15-18,24,5.
青岛大学学报(自然科学版)2017,Vol.30Issue(3):15-18,24,5.DOI:10.3969/j.issn.1006-1037.2017.08.04

有向无环图结构及边缘化研究

The Research of Directed Acyclic Graph Structure and Marginalization

陈本芬 1许成 1刘丽丽1

作者信息

  • 1. 青岛大学数学与统计学院,青岛266071
  • 折叠

摘要

Abstract

A class of marginalized directed acyclic graphs is studied,and the marginalized directed acyclic graphs are obtained from the directed acyclic graphs by using the hidden variable projection method.The study of marginalized directed acyclic graph structure and Markov property,and gives a general distribution algorithrn.Finally,the effectiveness of the algorithm is proved by an exarnple of directed acyclic graph with five nodes.

关键词

边缘化有向无环图/隐变量/马尔科夫性

Key words

marginalized directed acyclic graph/hidden variable/Markov property

分类

数理科学

引用本文复制引用

陈本芬,许成,刘丽丽..有向无环图结构及边缘化研究[J].青岛大学学报(自然科学版),2017,30(3):15-18,24,5.

基金项目

山东省自然科学基金(批准号:ZR2016AM29)资助. (批准号:ZR2016AM29)

青岛大学学报(自然科学版)

1006-1037

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