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| 模糊集IF-THEN规则的蚁群空间聚类分析 | |
| 引用本文： | 陈应显. 模糊集IF-THEN规则的蚁群空间聚类分析[J]. 数学的实践与认识, 2011, 41(19) |
| 作者姓名： | 陈应显 |
| 作者单位： | 辽宁工程技术大学资源与环境工程学院,辽宁阜新,123000 |
| 摘 要： | 将蚂蚁的拾起和放下对象的行为表示为模糊集.通过模糊集的IF-THEN规则计算蚂蚁执行任务的激励和反应阈值,得到蚂蚁拾起或放下项目的概率,对蚂蚁的行为做出决策,实现对空间数据的聚类.以矿山实际测量数据为空间数据源,采用基本的蚁群聚类算法和模糊蚁群空间聚类算法分别对其进行聚类.通过对这两种算法的实验结果进行分析比较,证明改进后的算法提高了聚类效果. |
| 关 键 词： | 模糊集 IF-THEN规则 蚁群优化 空间聚类 |
Ant Spatial Clustering Based on Fuzzy IF-THEN Rule |
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| CHEN Ying-xian. Ant Spatial Clustering Based on Fuzzy IF-THEN Rule[J]. Mathematics in Practice and Theory, 2011, 41(19) | |
| Authors: | CHEN Ying-xian |
| Affiliation: | CHEN Ying-xian (College of Resource and Environment Engineering,Liaoning Technical University,Fuxin 123000,China) |
| Abstract: | The behavior of artificial ants(their stimuli for picking up and dropping down items) is expressed flexibly by fuzzy sets.The values of the stimuli and response threshold are calculated by evaluating fuzzy IF-THEN rules.The probabilities for picking up and dropping down item are given by the stimuli and response threshold.These will decide that ants pick up or put down the items and achieve the clustering of spatial data.In the experiment,spatial data source is come from the actual survey data in mine.Basic... |
| Keywords: | fuzzy set IF-THEN rule ant colony spatial clustering |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |