کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4637210 1340736 2006 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
An efficient simplified neural network for solving linear and quadratic programming problems
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
An efficient simplified neural network for solving linear and quadratic programming problems
چکیده انگلیسی

We present a high-performance and efficiently simplified new neural network which improves the existing neural networks for solving general linear and quadratic programming problems. The network, having no need for parameter setting, results in a simple hardware requiring no analog multipliers, is shown to be stable and converges globally to the exact solution. Moreover, using this network we can solve both linear and quadratic programming problems and their duals simultaneously. High accuracy of the obtained solutions and low cost of implementation are among the features of this network. We prove the global convergence of the network analytically and verify the results numerically.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Mathematics and Computation - Volume 175, Issue 1, 1 April 2006, Pages 452–464
نویسندگان
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