مقاله یک شبکه عصبی پروجکشن اینرسی برای حل نابرابری های مختلف

عنوان مقاله فارسی: یک شبکه عصبی پروجکشن اینرسی برای حل نابرابری های مختلف عنوان مقاله لاتین: An Inertial Projection Neural Network for Solving Variational Inequalities نویسندگان: Xing He; Tingwen Huang; Junzhi Yu; Chuandong Li; Chaojie Li تعداد صفحات: 5 سال انتشار: 2017 زبان: لاتین Abstract: Recently, projection neural network (PNN) was proposed for solving monotone variational inequalities (VIs) and related convex optimization problems. In this paper, considering the inertial term into first order PNNs, an inertial PNN (IPNN) is also proposed for solving VIs. Under certain conditions, the IPNN is proved to be stable, and can be applied to solve a broader class of constrained optimization problems related to VIs. Compared with existing neural networks (NNs),