شماره ركورد كنفرانس
4781
عنوان مقاله
A neural network for solving the AVE
پديدآورندگان
Mansoori Amin Department of Applied Mathematics, Ferdowsi University of Mashhad , Effati Sohrab Department of Applied Mathematics, Ferdowsi University of Mashhad , Eshaghnezhad Mohammad Department of Applied Mathematics, Ferdowsi University of Mashhad
تعداد صفحه
4
كليدواژه
: Absolute value equations , Linear complementarity problem , Neural network , Globally stable in the sense of Lyapunov.
سال انتشار
1397
عنوان كنفرانس
يازدهمين كنفرانس بين المللي انجمن ايراني تحقيق در عمليات
زبان مدرك
انگليسي
چكيده فارسي
In this paper, we obtain the exact solution of the absolute value equation (AVE). To the best of our knowledge, there is not an attempt to obtain the exact solutionn to this problem. However, there exist many numerical methods to get the approximation solution of the AVE. Here, we try to present a neural network model in order to find the solution of the AVE, analytically. Furthermore, the Lyapunov stability and the global convergence of the model are proved. Finally, the simulation results show the performance, the effectiveness, and the accuracy of the method.
كشور
ايران
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