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基于改进遗传算法的柔性流水车间调度研究
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作者 徐嘉琦 田野 《制造技术与机床》 北大核心 2024年第4期181-187,共7页
针对最小化最大完工时间的柔性流水车间调度问题,文章提出了多目标选择的改进的遗传算法(MTGA),设计了针对该问题的一维的编码与解码方法,采用对立的方法进行种群的初始化。针对遗传算法,交叉操作进行整个工序的交叉向最优解靠拢加快了... 针对最小化最大完工时间的柔性流水车间调度问题,文章提出了多目标选择的改进的遗传算法(MTGA),设计了针对该问题的一维的编码与解码方法,采用对立的方法进行种群的初始化。针对遗传算法,交叉操作进行整个工序的交叉向最优解靠拢加快了算法的收敛速度,变异操作中对所有的工序操作顺序进行整体变异,选择操作将种群分成多份做到向多个较优解靠拢,扩大了算法的搜索范围,降低了陷入局部最优的概率,并应用了两套交叉和变异概率增加算法灵活性。通过多个已有算法进行对比验证了算法的有效性。 展开更多
关键词 柔性流水车间调度 改进遗传算法 对立方法 整体变异 多目标选择
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Organ-specific enhancement of metastasis by spontaneous ploidy duplication and cell size enlargement 被引量:1
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作者 Xin Lu Xuemin Lu Yibin Kang 《Cell Research》 SCIE CAS CSCD 2010年第9期1012-1022,共11页
Aneuploidy is commonly observed in breast cancer and is associated with poor prognosis. One frequent type of aneuploidy, hypertetraploidy, may derive from ploidy duplication of hyperdiploid cells. However, the patholo... Aneuploidy is commonly observed in breast cancer and is associated with poor prognosis. One frequent type of aneuploidy, hypertetraploidy, may derive from ploidy duplication of hyperdiploid cells. However, the pathological consequences of ploidy duplication in breast cancer progression have not been characterized. Here, we present an experimental system demonstrating spontaneous appearance of hypertetraploid cells from organ-specific metastatic variants of the MDA-MB-231 breast cancer cell line through ploidy duplication in vitro and in vivo. The hypertetraploid progenies showed increased metastatic potential to lung and brain, but not to bone, which may be partially explained by the distinct capillary structures in these organs that confer differential lodging advantages to tumor cells with enlarged size. Our results suggest a potential mechanistic link between ploidy duplication and enhancement of metastatic potentials, as was observed in previous clinical studies of breast cancer. 展开更多
关键词 breast cancer METASTASIS organotropism hyperploidy cell size
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