LP-Neuro Method—A New Approach for Solving Neural Network Problems
R. Balasubramanian, A. M. Sharan · Journal of Dynamic Systems Measurement and Control · 1996
In this work, a new algorithm called LP-Neuro method is developed to solve artificial neural network problems. In this algorithm, the weights are obtained by a combination of linear programming having a sparse coefficient matrix and a single variable nonlinear optimization routine. The results are illustrated by solving three different problems, two of which are useful in the on-line control of robotic manipulators.