| optimization of ann based on ea | |
| Zhu Hongguo; Xin Hai; Zheng Changwen | |
| 2011 | |
| 会议名称 | 2011 International Conference on Advanced Materials and Information Technology Processing, AMITP 2011 |
| 会议录名称 | Advanced Materials Research |
| 页码 | 629-632 |
| 会议日期 | April 17, |
| 会议地点 | Guangzhou, China |
| 收录类别 | EI |
| ISSN | 1022-6680 |
| ISBN | 9783037851579 |
| 部门归属 | (1) National University of Defense Technology Changsha Hunan 410073 China; (2) Institute of Software Chinese Academy of Science Beijing 100090 China |
| 摘要 | 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. |
| 关键词 | Data Processing Evolutionary Algorithms Information Technology Optimization |
| 主办者 | Hainan University; Asia Pacific Human-Computer Interaction Research Center |
| 语种 | 英语 |
| 内容类型 | 会议论文 |
| URI标识 | http://ir.iscas.ac.cn/handle/311060/16191 |
| 专题 | 中国科学院软件研究所 |
| 推荐引用方式 GB/T 7714 | Zhu Hongguo,Xin Hai,Zheng Changwen. optimization of ann based on ea[C],2011:629-632. |
| 条目包含的文件 | 条目无相关文件。 | |||||
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。
修改评论