A Novel Recurrent Neural Network for Solving Nonlinear Optimization Problems With Inequality Constraints - Xia, Youshen; Feng, Gang; Wang, Jun (IEEE transactions on neural networks, 2008)
Keywords: Algorithms; Application software; Applied sciences; Artificial Intelligence; Computer science; control theory; systems; Computer Simulation; Computer systems and distributed systems. User interface; Connectionism. Neural networks; Constraint optimization; Constraints; Convergence; Design engineering; Exact sciences and technology; Global convergence; Inequalities; Lagrangian functions; Linear matrix inequalities; Linear programming; Models, Theoretical; Neural networks; Neural Networks (Computer); nonconvex programming; Nonlinear Dynamics; nonlinear inequality constraints; Nonlinearity; nonsmooth analysis; Optimization; Pattern Recognition, Automated - methods; Projection; recurrent neural network; Recurrent neural networks; Software; Very large scale integration; Recurrent neural nets; nonlinear inequality constraints; Non convex programming; Global convergence; Lagrangian; recurrent neural network; Lyapunov method; nonconvex programming; Nonlinear problems; Non linear programming; Network management; Neural network; Convex programming; Constrained optimization; nonsmooth analysis; Inequality constraint; Kuhn Tucker method; Hessian matrices; Non convex analysis; Lyapunov function; Mathematical programming