LP-Neuro Method—A New Approach for Solving Neural Network Problems

[+] Author and Article Information
R. Balasubramanian, A. M. Sharan

Memorial University of Newfoundland, St. John’s, Newfoundland, Canada AIB 3X5

J. Dyn. Sys., Meas., Control 118(4), 784-785 (Dec 01, 1996) (2 pages) doi:10.1115/1.2802357 History: Received June 07, 1993; Revised June 07, 1993; Online December 03, 2007


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.

Copyright © 1996 by The American Society of Mechanical Engineers
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