| 基于相对熵的直觉模糊聚类方法 |
| |
| 引用本文： | 周广田,曲科军,徐为. 基于相对熵的直觉模糊聚类方法[J]. 黑龙江电子技术, 2014, 0(1): 56-58,61 |
| |
| 作者姓名： | 周广田 曲科军 徐为 |
| |
| 作者单位： | 黑龙江大学计算机科学技术学院,哈尔滨150080 |
| |
| 基金项目： | 黑龙江省教育厅科学研究重点项目（11511400） |
| |
| 摘 要： | 在众多的模糊集中,直觉模糊集同时定义了信任度、非信任度和犹豫度,便于处理不确定信息.在不确定信息应用领域的背景下,重点研究了直觉模糊环境下的聚类问题,提出了基于相对熵的直觉聚类方法,并通过数值算例验证了方法的可行性和有效性.
|
| 关 键 词： | 模糊聚类 直觉模糊集 相对熵 |
Intuitionistic fuzzy clustering method based on information relative entropy |
| |
| ZHOU Guang-tianSchool of Computer and Technology,Heilongjiang University,Harbin,China QU Ke-junSchool of Computer and Technology,Heilongjiang University,Harbin,China XU Wei. Intuitionistic fuzzy clustering method based on information relative entropy[J]. , 2014, 0(1): 56-58,61 |
| |
| Authors: | ZHOU Guang-tianSchool of Computer Technology Heilongjiang University Harbin China QU Ke-junSchool of Computer Technology Heilongjiang University Harbin China XU Wei |
| |
| Affiliation: | ZHOU Guang-tian(School of Computer and Technology, Heilongjiang University, Harbin 150080, China) QU Ke-jun(School of Computer and Technology, Heilongjiang University, Harbin 150080, China) XU Wei(School of Computer and Technology, Heilongjiang University, Harbin 150080, China) |
| |
| Abstract: | Among a series of fuzzy sets,intuitionistic fuzzy set （IFS） takes into account membership degree,non-membership degree and hesitant degree,which are helpful to deal with uncertain information.This paper has an emphasis on the clustering problem under intuitionistic fuzzy environment and proposes a clustering method based on information relative entropy on the background of applied fields with uncertain information. |
| |
| Keywords: | fuzzy clustering intuitionistic fuzzy set information relative entropy |
| 本文献已被 维普 等数据库收录！ |
|
