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| optimization of ann based on ea | |
| Zhu Hongguo; Xin Hai; Zheng Changwen | |
| 2011 | |
| Conference Name | 2011 International Conference on Advanced Materials and Information Technology Processing, AMITP 2011 |
| Source | Advanced Materials Research |
| Pages | 629-632 |
| Conference Date | April 17, |
| Conference Place | Guangzhou, China |
| Indexed Type | EI |
| ISSN | 1022-6680 |
| ISBN | 9783037851579 |
| Department | (1) National University of Defense Technology Changsha Hunan 410073 China; (2) Institute of Software Chinese Academy of Science Beijing 100090 China |
| English Abstract | Artificial neural network (ANN) and evolutionary algorithm (EA) are both biology-based models of information processing. The basic theories of ANN and EA are described. Then the mechanisms of using EA for ANN's optimization are explained and the research states are summarized. The existing problems and future directions are demonstrated finally. © (2011) Trans Tech Publications, Switzerland.; Artificial neural network (ANN) and evolutionary algorithm (EA) are both biology-based models of information processing. The basic theories of ANN and EA are described. Then the mechanisms of using EA for ANN's optimization are explained and the research states are summarized. The existing problems and future directions are demonstrated finally. © (2011) Trans Tech Publications, Switzerland. |
| Keyword | Data Processing Evolutionary Algorithms Information Technology Optimization |
| Sponsorship | Hainan University; Asia Pacific Human-Computer Interaction Research Center |
| Language | 英语 |
| Content Type | 会议论文 |
| URI | http://ir.iscas.ac.cn/handle/311060/16191 |
| Collection | 中国科学院软件研究所 |
| Recommended Citation GB/T 7714 | Zhu Hongguo,Xin Hai,Zheng Changwen. optimization of ann based on ea[C],2011:629-632. |
| Files in This Item: | There are no files associated with this item. | |||||
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