Flexmap { a Neural Network for the Traveling Salesman Problem with Linear Time and Space Complexity

@inproceedings{Fritzke1991FlexmapA,
  title={Flexmap \{ a Neural Network for the Traveling Salesman Problem with Linear Time and Space Complexity},
  author={Bernd Fritzke},
  year={1991}
}
We present a self-organizing "neural" network for the traveling salesman problem. It is partly based on the model of Kohonen. Our approach diiers from former work in this direction as no ring structure with a xed number of elements is used. Instead a small initial structure is enlarged during a distribution process. This allows us to replace the central search step, which normally needs time O(n), by a local procedure that needs time O(1). Since the total number of search steps we have to… CONTINUE READING
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