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A Novel Neural Network Based on NCP Function for Solving Constrained Nonconvex Optimization Problems
Year: 2016
Abstract:
his article presents a novel neural network (NN) based on NCP function for solving nonconvex nonlinear optimization (NCNO) problem subject to nonlinear inequality constraints. We first apply the p-power convexification ...
A Novel Dynamic System Model Based on NCP Function for Solving Nonconvex Nonlinear Optimization Problems
Year: 2014
Abstract:
This paper presents a neural network based on NCP function to solve a class of nonconvex nonlinear optimization (NCNO) problems. The proposed neural network is a gradient model, which is constructed with an NCP
function ...