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Automatically designed fuzzy system for connection admission control in ATM networks

โœ Scribed by Fontaine, M.; Smith, D.G.


Book ID
114448988
Publisher
The Institution of Electrical Engineers
Year
1999
Tongue
English
Weight
826 KB
Volume
146
Category
Article
ISSN
1350-2425

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Hierarchical neuro-fuzzy call admission
โœ A Chatovich; S OktuฤŸ; G Dรผndar ๐Ÿ“‚ Article ๐Ÿ“… 2001 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 271 KB

In this work, a hierarchical neuro-fuzzy call admission controller for ATM networks based on the GARIC architecture is proposed. The controller contains a neural network as a critic, using the reinforcement learning scheme, and three fuzzy sub-networks, controlling cell loss ratio, queue size and li