| Fuzzy-2D-HMMS算法及其收敛性 |
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| 引用本文： | 杨于镭,李兵,吴佳燕.Fuzzy-2D-HMMS算法及其收敛性[J].模糊系统与数学,2009,23(4). |
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| 作者姓名： | 杨于镭 李兵 吴佳燕 |
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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： | 通过对Dat Tran和Michael Wagner等提出的FCM-FE-HMMS算法研究,并把它与2维隐马氏模型联系起来,提出了Fuzzy-2D-HMMS算法,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： | 2维隐马氏模型 FCM算法 目标函数 收敛性 |
Fuzzy-2D-HMMS Algorithm and Its Convergence |
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| YANG Yu-lei,BI Bing,WU Jia-yan.Fuzzy-2D-HMMS Algorithm and Its Convergence[J].Fuzzy Systems and Mathematics,2009,23(4). |
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| Authors: | YANG Yu-lei BI Bing WU Jia-yan |
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| Institution: | College of Science;National University of Defense Technology;Changsha 41073;China |
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| Abstract: | The paper studies the FCM-FE-HMMS algorithm which was presented by Dat Tran and Michael Wagner.Related to 2-D HMM the Fuzzy-2D-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: | 2-D Hidden Markov Models FCM algorithm Objective function Convergence |
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