Minimum Vertex Cover Problem Optimization Using Hopfield Neural Network: Graph Theory Problem Optimization

By Pravinkumar Kamde and P. J. Kulkarni.

Published by The Technology Collection

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Article: Print $US10.00
Article: Electronic $US5.00

Efficient technique implemented to map minimum vertex cover onto Hopfield network. Systematic way of deriving energy function is implemented. Based on this relationship, NP-Complete problem can be solved by NN.

Keywords: Optimization in Neural Network, Minimum Vertex Cover Problem, Hopfield Model, Mapping of Minimum Vertex Cover onto Hopfiled Network

International Journal of Technology, Knowledge and Society, Volume 2, Issue 4, pp.45-54. Article: Print (Spiral Bound). Article: Electronic (PDF File; 1.667MB).


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