کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
410646 679154 2009 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A project neural network for solving degenerate quadratic minimax problem with linear constraints
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
A project neural network for solving degenerate quadratic minimax problem with linear constraints
چکیده انگلیسی

In this paper, a quadratic minimax problem with linear constraints is studied. The mixed linear constraints and the degeneracy are the two significant characters of the problem considered in this paper. On the basis of the project properties and Lyapunov method, we get the complete convergence and the finite-time convergence of the proposed neural network in this paper. Moreover, we get that the nonsingular parts of the output trajectories respect to Q11Q11 and Q22Q22 are exponentially convergent. Particularly, we also give some analysis to the degenerate quadratic minimax problem without constraints. Furthermore, four illustrative examples are given to show the necessity of the matrix HH in the network to solve this problem and the superiority of the network in this paper.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 72, Issues 7–9, March 2009, Pages 1826–1838
نویسندگان
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