Solution to Travelling Salesman Problem Using Self Organizing Maps

The objective of this experiment is to provide a suboptimal solution to the Travelling Salesman Problem (TSP), using the properties of self-organization feature maps (SOM). The focus is:

  • To illustrate the principle of self-organization for addressing the travelling salesman problem
  • To observe the suboptimal nature of the solution provided by SOM
  • To study the effect of structure of SOM on the solution