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http://dx.doi.org/10.5391/JKIIS.2002.12.1.001

Neural Networks for Optimization Problem with Nonlinear Constraints  

Kang, Min-Je (제주대학교 전기전자공학부)
Publication Information
Journal of the Korean Institute of Intelligent Systems / v.12, no.1, 2002 , pp. 1-6 More about this Journal
Abstract
Hopfield introduced the neural network for linear program with linear constraints. In this paper, Hopfield neural network has been generalized to solve the optimization problems including nonlinear constraints. Also, it has been discussed the methods hew to reconcile optimization problem with neural networks and how to implement the circuits.
Keywords
Hopfield neural network; Linear program; Optimization problem; nonlinear constraints.;
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