Neural Networks for Nonlinear Programming

Authors

Michael Peter Kennedy, Department of Electrical Engineering and Computer SciencesFollow
Leon O. Chua, Department of Electrical Engineering and Computer Sciences

Abstract

This work explores the stability properties of a dynamic extension of Chua and Lin's canonical nonlinear programming circuit model. We reconcile the solution of the network with the solution of the problem being modeled, and examine a neural network implementation of the circuit. © 1988 IEEE

Publication Title

IEEE Transactions on Circuits and Systems

Recommended Citation

Kennedy, M., & Chua, L. (1988). Neural Networks for Nonlinear Programming. IEEE Transactions on Circuits and Systems, 35 (5), 554-562. https://doi.org/10.1109/31.1783