| 基于进化策略的增长学习方法在故障诊断中的应用 |
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| 引用本文： | 刘宇新,宋彤,田旭光. 基于进化策略的增长学习方法在故障诊断中的应用[J]. 华东理工大学学报(自然科学版), 2002, 0(Z1) |
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| 作者姓名： | 刘宇新 宋彤 田旭光 |
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| 作者单位： | 大连理工大学电子与信息工程学院 大连116023(刘宇新，宋彤)，大连理工大学电子与信息工程学院 大连116023(田旭光) |
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| 摘 要： | 提出了一种新的基于进化策略的增长学习方法。神经网络可以在没有存储旧的学习样本的情况下学习新的知识而不干扰旧的知识。对某高温硝酸冷却系统的故障诊断作仿真 ,结果表明本方法是有效的。
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| 关 键 词： | 增长学习 神经网络 进化策略 保留旧知识 故障诊断 |
Incremental Learning Method Based on Evolutionary Strategy and Its Application to Fault Diagnosis |
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| LIU Yu xin,SONG Tong,TIAN Xu guang. Incremental Learning Method Based on Evolutionary Strategy and Its Application to Fault Diagnosis[J]. Journal of East China University of Science and Technology, 2002, 0(Z1) |
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| Authors: | LIU Yu xin SONG Tong TIAN Xu guang |
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| Abstract: | This paper presents a new incremental learning method based on evolutionary strategy, which doesn't need to store any old samples and will not interfere with the knowledge contained in them while learning. Simulation experiments on fault diagnose of a cooling system of high temperature HNO 3 have been performed and results show that it is effective. |
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| Keywords: | incremental learning neural network evolutionary strategies reserving previous instance fault diagnosis |
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