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A domain attraction criterion for interval fuzzy neural networks

✍ Scribed by Tingwen Huang; Chuandong Li; Zhigang Zeng

Publisher
Elsevier Science
Year
2009
Tongue
English
Weight
397 KB
Volume
58
Category
Article
ISSN
0898-1221

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✦ Synopsis

In this paper, we study qualitative properties of equilibrium points in a class of interval fuzzy neural networks, and obtain an estimate on the domain of robust attraction of locally exponentially stable equilibrium points. Both the conditions and the estimate are formulated in terms of the parameter intervals, so they are easily verifiable. The result can be used for the evaluation of fault-tolerance capability for interval fuzzy neural networks.

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