Root growth model: a novel approach to numerical function optimization and simulation of plant root system
文献类型：期刊论文
| 作者 | Zhang H(张浩); Zhu YL(朱云龙) ; Chen HN(陈瀚宁)
|
| 刊名 | Soft Computing
 |
| 出版日期 | 2014 |
| 卷号 | 18期号:3页码:521-537 |
| ISSN号 | 1432-7643 |
| 关键词 | Algorithms Computer simulation Geologic models Optimization Soils |
| 通讯作者 | 张浩 |
| 产权排序 | 1 |
| 中文摘要 | This paper presents a general optimization model gleaned ideas from root growth behaviors in the soil. The purpose of the study is to investigate a novel biologically inspired methodology for complex system modeling and computation, particularly for optimization of higher dimensional numerical function. For this study, a mathematical framework and architecture are designed to model root growth patterns of plant. Under this architecture, 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 behaviors of plant in the soil and the numerical results also demonstrate RGA is a powerful search and optimization technique for higher-dimensional numerical function optimization. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Computer Science, Interdisciplinary Applications |
| 研究领域[WOS] | Computer Science |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000331722000010 |
| 公开日期 | 2013-10-05 |
| 源URL | [http://ir.sia.cn/handle/173321/12502]  |
| 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: a novel approach to numerical function optimization and simulation of plant root system[J]. Soft Computing,2014,18(3):521-537. |
| APA | Zhang H,Zhu YL,&Chen HN.(2014).Root growth model: a novel approach to numerical function optimization and simulation of plant root system.Soft Computing,18(3),521-537. |
| MLA | Zhang H,et al."Root growth model: a novel approach to numerical function optimization and simulation of plant root system".Soft Computing 18.3(2014):521-537. |
入库方式： OAI收割
来源：沈阳自动化研究所
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