| a tabu search approach to fuzzy optimization of camellia oleifera fertilization | |
| Song Qin; Zhao Fukuan; Zheng Yujun | |
| 2011 | |
| 会议名称 | 4th IFIP International Conference on Computer and Computing Technologies in Agriculture and the 4th Symposium on Development of Rural Information, CCTA 2010 |
| 会议录名称 | IFIP Advances in Information and Communication Technology |
| 页码 | 125-130 |
| 会议日期 | 22-Oct |
| 会议地点 | Nanchang, China |
| 收录类别 | ei |
| 出版地 | United States |
| ISSN | 18684238 |
| ISBN | 9783642183324 |
| 部门归属 | (1) Department of Biotechnology, Beijing University of Agriculture, 102206 Beijing, China; (2) Institute of Software, Chinese Academy of Sciences, 100093 Beijing, China |
| 摘要 | Traditional optimization methods have been applied for years to high-yield fertilization models, which are usually well formulated by crisp coefficients and variables. Unfortunately, real-world crop growing environment and process are often not deterministic. In this paper we establish a fuzzy mathematical model between Camellia oleifera yield and fertilization application rates, in which variation coefficients of N, P, K are described with fuzzy numbers. In particular, we present a tabu search algorithm for finding a set of fertilization solutions in order to maximize Camellia oleifera yield based on fuzzy measures including expected value, optimistic value and pessimistic value. Our approach is more realistic and practical for real-world problems by taking vague and imprecise data into consideration, provides more comprehensive decision support by generating a set of high-quality alternatives, and can be applied to fertilizer decision for a variety of other crops. © 2011 IFIP International Federation for Information Processing. |
| 关键词 | Crops Cultivation Decision Support Systems Fuzzy Sets Mathematical Models |
| 主办者 | China Agricultural University; China Society of Agricultural Engineering; International Federation for Information Processing (IFIP); Beijing Society for Information Technology in Agriculture; National Natural Science Foundation of China |
| 语种 | 英语 |
| 内容类型 | 会议论文 |
| URI标识 | http://ir.iscas.ac.cn/handle/311060/14373 |
| 专题 | 中国科学院软件研究所 |
| 推荐引用方式 GB/T 7714 | Song Qin,Zhao Fukuan,Zheng Yujun. a tabu search approach to fuzzy optimization of camellia oleifera fertilization[C]. United States,2011:125-130. |
| 条目包含的文件 | ||||||
| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
| a tabu search approa（199KB） | 开放获取 | -- | 请求全文 | |||
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