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In this paper, genetic algorithms(GA) and tabu search(TS) algorithm are applied to optimize the burnable absorber fuel loading problem for nuclear power plant reactor. 成功地将遗传算法和禁忌搜索算法应用于核反应堆堆芯可燃毒物装载优化研究。