Application of quantum-inspired genetic algorithm for mining tourism emergency association rules
Yipeng Zhou, Junping Du, Min Zuo, Xuyan Tu · China-Ireland International Conference on Information and Communications Technologies (CIICT 2007) · 2007
A new fuzzy association rules mining algorithm which combines quantum computing concept and data mining principles is proposed in this paper. The algorithm utilizes fuzzy sets to discretize original data, and to construct the fitness function through subordinative degree. To improve the efficiency of rules-searching, the quantum-inspired genetic algorithm is employed, in which the candidate rules is coded as the qubit chromosomes. Simulations demonstrate the effectiveness of this method for mining tourism emergency association rules.