Root growth model for simulation of plant root system and numerical function optimization
文献类型：会议论文
| 作者 | Zhang H(张浩); Zhu YL(朱云龙) ; Chen HN(陈瀚宁)
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| 出版日期 | 2012 |
| 会议名称 | 8th International Conference on Intelligent Computing Technology, ICIC 2012 |
| 会议日期 | July 25, 2012 - July 29, 2012 |
| 会议地点 | Huangshan, China |
| 关键词 | Algorithms Computer simulation Intelligent computing Models Optimization |
| 页码 | 641-648 |
| 中文摘要 | This paper presents the study of modelling root growth behaviours in the soil. The purpose of the study is to investigate a novel biologically inspired methodology for optimization of numerical function. A mathematical framework is designed to model root growth patterns. Under this framework, the interactions between the soil and root growth are investigated. A novel approach called "root growth algorithm" (RGA) is derived in the framework and simulation studies are undertaken to evaluate this algorithm. The simulation results show that the proposed model can reflect the root growth behaviours and the numerical results also demonstrate RGA is a powerful search and optimization technique for numerical function optimization. |
| 收录类别 | EI |
| 产权排序 | 1 |
| 会议主办者 | IEEE Computational Intelligence Society; International Neural Network Society; National Science Foundation of China |
| 会议录 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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| 会议录出版者 | Springer Verlag |
| 会议录出版地 | Heidelberg, Germany |
| 语种 | 英语 |
| ISSN号 | 0302-9743 |
| ISBN号 | 978-3-642-31587-9 |
| 源URL | [http://ir.sia.cn/handle/173321/9890]  |
| 专题 | 沈阳自动化研究所_信息服务与智能控制技术研究室 |
| 推荐引用方式 GB/T 7714 | Zhang H,Zhu YL,Chen HN. Root growth model for simulation of plant root system and numerical function optimization[C]. 见:8th International Conference on Intelligent Computing Technology, ICIC 2012. Huangshan, China. July 25, 2012 - July 29, 2012. |
入库方式： OAI收割
来源：沈阳自动化研究所
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