Fuzzy Rules for Ant Based Clustering Algorithm

Algorithm 1

Initialize randomly the objects in a 2D environment

Choose randomly the nest-object for each cluster, we assume this object.

For each nest-object determine the cluster,

End For

For each cluster determine the number of objects

End For

For all colony do

 For   to   do

 For all ants do

  Repeat

  Choose in the list (list of objects not visited) an object according to the below formula:

  Until  

  Place a quantity of pheromone on the route according to the following equation:

 End for

 Evaporate the tracks using the following equation:

 End for

End for