A Simple Learning Algorithm for Network Formation Based on Growing Self-Organizing Maps(Nonlinear Problems)

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概要

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• This paper presents a simple learning algorithm for network formation. The algorithm is based on self-organizing maps with growing cell structures and can adapt input data which correspond to nodes of the network. In basic numerical experiments, as a parameter is selected suitably, our algorithm can generate network having small-world-like structure. Such network structure appears in some natural networks and has advantages in practical systems.

• 社団法人電子情報通信学会の論文
• 2004-10-01

著者

• SAITO Toshimichi

  EECE Dept, Hosei University

• Saito Toshimichi

  Eece Dept Hosei University

• Ohta Ryuji

  Kddi Corporation

• SASAMURA Hiroki

  EECE Dept, Hosei University

• Sasamura Hiroki

  Eece Dept Hosei University

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