ON A MEASURE OF ORDERING IN SELF-ORGANIZING MAPS AND ITS APPLICATION

摘要：

This paper deals with self-organizing map models referred to as Kohonen type algorithm. In self-organizing maps, it is easy to observe some practical and interesting properties in the relation between the geometric arrangement of the nodes and the values of nodes. We shall be concerned with behavior of ordering and state preserving properties in self-organizing maps with one-dimensional array of nodes and inputs taking values in an inner product space. We give a numerical example as its application and estimate ordering by simulation approach.

关键词： self-organizing maps ordering

作者: Mitsuhiro Hoshino Yutaka Kimura Ikou Kaku

作者单位: Department of Management Science and Engineering, Faculty of Systems Science and Technology,Akita Prefectural University, 84-4 Ebinokuchi Tsuchiya Yurihonjo, Akita, Japan

会议类型: 国际会议

会议名称: The Tneth International Conference on Industrial Management(第十届工业管理国际会议 ICIM 2010)

会议地点: 北京

会议语种:英文

页码: 587-591

在线出版日期: 2010-09-16（万方平台首次上网日期，不代表论文的发表时间）