Computer Science and Information Engineering, World Congress on (2009)
Los Angeles, California USA
Mar. 31, 2009 to Apr. 2, 2009
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CSIE.2009.68
Base on the Different Location Crossover and the Same Location Crossover, also the individual complement form, a new leading crossover is proposed. Then it is a self-adaptive manner judgment to choose which crossover is used before the crossover operator. At last, five different tests of the simulation function are given. The results show that the leading crossover is more efficient to improve convergence than other crossovers. Also the new method is easy to find the optimal solution.
leading crossover, self-adaptive, convergence, function optimization, optimal solution
Jinhua Zheng, Wangyi Li, "A New Leading Crossover Operator for Function Optimization", Computer Science and Information Engineering, World Congress on, vol. 04, no. , pp. 675-679, 2009, doi:10.1109/CSIE.2009.68