In the field of data mining

an important issue for association rules generation is frequent itemsets discovery

which is the key factor in implementing association rule mining.The ant colony optimization is one of the meta-heuristics for combinatorial optimization problems.Therefore

a novel approach of applying ant colony optimization for mining frequent itemsets is proposed.Compared experiments show that this algorithm is intelligent and effective.