Slide 19 of 45
Notes:
Dorigo has also applied the ant system AS to the asymmetric TSP (distances are not symmetric dij not equal to dji. AS found to perform as well as on the basic TSP problem.
Also looked at Quadratic Assignment Problem (assigning n facilities to n locations for the purpose of flow optimization).