| 基于神经网络和遗传算法的在线优化软件设计与实现 |
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| 引用本文： | 陈霁威,乐慧丰,黄道. 基于神经网络和遗传算法的在线优化软件设计与实现[J]. 华东理工大学学报(自然科学版), 2002, 28(4): 419-422 |
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| 作者姓名： | 陈霁威 乐慧丰 黄道 |
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| 作者单位： | 华东理工大学自动化工程中心,上海,200237 |
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| 摘 要： | 提出了一种基于神经网络和遗传算法的在线优化体系，设计并实现了基于神经网络和遗传算法的在线优化软件包，并将该软件成功应用于甲醇合成的在线操作优化，进而对此类软件的特点进行了讨论，最后对它的应用前景作了展望。
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| 关 键 词： | 神经网络 遗传算法 在线优化软件包 甲醇合成 体系结构 |
| 文章编号： | 1006-3080(2002)04-0419-04 |
| 修稿时间： | 2001-09-12 |
Design and Implementation of Online Optimization Software Based on Neural Networks and Genetic Algorithms |
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| CHEN Ji wei,LE Hui feng,HUANG Dao. Design and Implementation of Online Optimization Software Based on Neural Networks and Genetic Algorithms[J]. Journal of East China University of Science and Technology, 2002, 28(4): 419-422 |
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| Authors: | CHEN Ji wei LE Hui feng HUANG Dao |
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| Affiliation: | CHEN Ji wei,LE Hui feng,HUANG Dao * |
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| Abstract: | Based on neural networks (NNs) and genetic algorithms (GAs), the architecture, design and implementation of an online optimization software were discussed. It has been applied to methanol synthesis online optimization successfully. Furthermore, the characteristics of this kind of software are discussed and the further applications are prospected. |
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| Keywords: | neural network genetic algorithms online optimization software |
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