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Reflected BSDEs with random default time and related mixed optimal stopping-control problems 期刊论文  OAI收割
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2013, 卷号: 29, 期号: 1, 页码: 165-178
作者:  
Guo Dongmei;  Xu Xiaoming
  |  收藏  |  浏览/下载:27/0  |  提交时间:2021/01/14
A new early stopping algorithm for improving neural network generalization (EI CONFERENCE) 会议论文  OAI收割
2009 2nd International Conference on Intelligent Computing Technology and Automation, ICICTA 2009, October 10, 2009 - October 11, 2009, Changsha, Hunan, China
作者:  
Liu J.-G.;  Wu X.-X.
收藏  |  浏览/下载:23/0  |  提交时间:2013/03/25
As generalization ability of neural network was restricted by overfitting problem in the network's training. Early stopping algorithm based on fuzzy clustering was put forward to solve this problem in this paper. Subtractive clustering and Fuzzy C-Means clustering (FCM) were combined to realize optimal division of training set  validation set and test set. How to realize this algorithm in backpropagation (BP) network by utilizing neural network toolbox and fuzzy logic toolbox in MATLAB was dwelled on. Early stopping algorithm based on fuzzy clustering and other early stopping algorithms were applied in function approximation and pattern recognition problems in validation experiments. Experiments results indicate that early stopping algorithm based on fuzzy clustering has higher precision in comparison to other early stopping algorithms. Outputs of training set  validation set and test set are more accordant. 2009 IEEE.  
Trading a mean-reverting asset: Buy low and sell high 期刊论文  OAI收割
AUTOMATICA, 2008, 卷号: 44, 期号: 6, 页码: 1511-1518
作者:  
Zhang, Hanqin;  Zhang, Qing
  |  收藏  |  浏览/下载:22/0  |  提交时间:2018/07/30
Optimal preventive replacement under minimal repair and random repair cost 期刊论文  OAI收割
MATHEMATICS OF OPERATIONS RESEARCH, 2000, 卷号: 25, 期号: 1, 页码: 141-156
作者:  
Makis, V;  Jiang, X;  Cheng, K
  |  收藏  |  浏览/下载:12/0  |  提交时间:2018/07/30
On the optimality of repair-cost-limit policies 期刊论文  OAI收割
JOURNAL OF APPLIED PROBABILITY, 1998, 卷号: 35, 期号: 4, 页码: 936-949
作者:  
Jiang, XY;  Cheng, K;  Makis, V
  |  收藏  |  浏览/下载:12/0  |  提交时间:2018/07/30