提出了采用遗传算法对N路双频功率分配器进行优化设计，并在遗传算法中加入最有保持操作，便概率的交叉和变异操作。-Proposed N-way genetic algorithm to optimize the design of dual-band power splitter, and adding in the genetic algorithm to keep most operations will crossover and mutation probability.