| 一种改进的Fuzzy-HMMS算法及其收敛性 |
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| 引用本文： | 陈旭阳,李兵,张道鸿.一种改进的Fuzzy-HMMS算法及其收敛性[J].模糊系统与数学,2006,20(1):154-158. |
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| 作者姓名： | 陈旭阳 李兵 张道鸿 |
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| 作者单位： | 国防科技大学,理学院,湖南,长沙,410073 |
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| 摘 要： | 对D at T ran和M ichae lW agner等人提出的FCM-FE-HMM S算法作了进一步的补充和改进,提出了改进的FCM-FE-HMM S算法,并给出了算法收敛性分析,得出在给定初值的情况下该算法将收敛到一个局部最优解。
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| 关 键 词： | 隐马氏模型 FCM算法 目标函数 收敛性 |
| 文章编号： | 1001-7402（2006）01-0154-05 |
| 收稿时间： | 2004-12-31 |
| 修稿时间： | 2005-04-17 |
A Modified Fuzzy-HMMS Algorithm and Its Convergence |
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| CHEN XU-yang,LI Bing,ZHANG Dao-hong.A Modified Fuzzy-HMMS Algorithm and Its Convergence[J].Fuzzy Systems and Mathematics,2006,20(1):154-158. |
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| Authors: | CHEN XU-yang LI Bing ZHANG Dao-hong |
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| Institution: | College of Science, National University of Defense Technology, Changsha 410073, China |
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| Abstract: | The paper makes a further renew and improvement to the FCM-FE-HMMS algorithm(which) was presented by Dat Tran and Michael Wagner.A modified FCM-FE-HMMS algorithm is(proposed) and convergence of the algorithm is analysed which comes to a conclusion that the algorithm will terminate at a local and optimal solution if initial value is given. |
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| Keywords: | Hidden Markov Models FCM Algorithm Objective Function Convergence |
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