A New Leading Crossover Operator for Function Optimization

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.