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An agent-based approach to ANN training

✍ Scribed by I. Czarnowski; P. Je¸drzejowicz

Publisher
Elsevier Science
Year
2006
Tongue
English
Weight
133 KB
Volume
19
Category
Article
ISSN
0950-7051

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✦ Synopsis

In this paper, a team of agents applied to train a feed-forward artificial neural networks is proposed, implemented and experimentally evaluated. The approach is based on a new variant of the A-Team architecture. Each agent member of the team is executing its own simple training procedure and it is expected that the whole team demonstrates complex collective behavior. The paper includes a description of the proposed approach and presents the results of the experiment involving benchmark datasets. The results show that the approach could be considered as a competitive training tool.

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