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

被引：0

作者：

Hoshino, Mitsuhiro ^{[1
]}

Kimura, Yutaka ^{[1
]}

Kaku, Ikou ^{[1
]}

机构：

[1] Akita Prefectural Univ, Fac Syst Sci & Technol, Dept Management Sci & Engn, Akita, Japan

来源：

ICIM 2010: PROCEEDINGS OF THE TENTH INTERNATIONAL CONFERENCE ON INDUSTRIAL MANAGEMENT | 2010年

关键词：

Self-organizing Maps; Ordering; STATES;

D O I：

暂无

中图分类号：

T [工业技术];

学科分类号：

08 ;

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 nods 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.

引用

页码：587 / 591

页数：5

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