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本文介绍了一种新颖的单亲遗传算法。它在同一条染色体上采用基因换位等算子进行染色体重组，取消了传统遗传算法中的交叉算子。本文应用单亲遗传算法解决了物流配送系统中的优化问题，结果表明了单亲遗传算法的寻优效率明显优于该问题的传统遗传算法，同时较好地解决了“早熟收敛”问题。
This article describes a novel single-parent genetic algorithm. It uses chromosome transposition such as gene transposition on the same chromosome, eliminating the crossover operator in the traditional genetic algorithm. In this paper, the single parent genetic algorithm is used to solve the optimization problem in the logistics and distribution system. The results show that the single parent genetic algorithm is superior to the traditional genetic algorithm in the optimization efficiency and solves the problem of “premature convergence”.