A domain attraction criterion for interval fuzzy neural networks

abstract

• 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. 2009 Elsevier Ltd. All rights reserved.

authors

• Huang, Tingwen

published proceedings

• COMPUTERS & MATHEMATICS WITH APPLICATIONS

author list (cited authors)

• Huang, T., Li, C., & Zeng, Z.

citation count

• 8

complete list of authors

• Huang, Tingwen||Li, Chuandong||Zeng, Zhigang

publication date

• August 2009

publisher

• Elsevier  Publisher

published in

• Computers and Mathematics with Applications  Journal

keywords

• Domain Attraction
• Interval Fuzzy Neural Networks
• STABILITY

Digital Object Identifier (DOI)

• 10.1016/j.camwa.2009.03.112

start page

• 508

end page

• 513

volume

• 58

issue

• 3

URL

• http%3A%2F%2Fdx.doi.org%2F10.1016%2Fj.camwa.2009.03.112