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A Self-organizing map approach for Travelling Salesman Problem

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- Poutas Sokratis (poutasok@gmail.com)


Using the SOM algorithm to layout a curve in a two-dimensional plane so that it passes a set of points. In fact, this can be interpreted as a variant of the travelling salesman problem. The training points correspond to the cities and the curve corresponds to the tour. SOM algorithm should be able to find a fairly short route which passes all cities.

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