A one-layer recurrent neural network for constrained nonconvex optimization

“Neural” computation of decisions in optimization problems

J. J. Hopfield, David W. Tank · Biological Cybernetics · 1985 · 6K citations

Computing, Computer Science, Mathematics +14

Weak convergence of the sequence of successive approximations for nonexpansive mappings

Z. Opial · Bulletin of the American Mathematical Society · 1967 · 2.3K citations · Full text

Natural Sciences, Mathematics, Topology +10

Simple 'neural' optimization networks: An A/D converter, signal decision circuit, and a linear programming circuit

David W. Tank, J. J. Hopfield · IEEE Transactions on Circuits and Systems · 1986 · 2.2K citations

Computing, Computer Engineering, Computer Science +15

A projection neural network and its application to constrained optimization problems

Youshen Xia, Henry Leung, Jun Wang · IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications · 2002 · 335 citations

Computing, Computer Science, Algorithms +16

A Simplified Dual Neural Network for Quadratic Programming With Its KWTA Application

Shubao Liu, Jun Wang · IEEE Transactions on Neural Networks · 2006 · 278 citations

Computing, Computer Science, Artificial Intelligence +16