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利用多群体DNA遗传算法求解线性规划问题 被引量:3
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作者 崔志华 曾建潮 《系统工程与电子技术》 EI CSCD 北大核心 2002年第3期104-107,共4页
针对经典遗传算法存在的问题 ,提出了多群体DNA遗传算法。该方法在经典遗传算法的基础上 ,通过借鉴生物学及社会学 ,引入了多群体及DNA片断等概念 ,并提出迁移与自适应变异算法 ,可以提高遗传算法的有效性与收敛性。为了验证算法的有效... 针对经典遗传算法存在的问题 ,提出了多群体DNA遗传算法。该方法在经典遗传算法的基础上 ,通过借鉴生物学及社会学 ,引入了多群体及DNA片断等概念 ,并提出迁移与自适应变异算法 ,可以提高遗传算法的有效性与收敛性。为了验证算法的有效性 ,将该算法应用于线性规划问题的求解。在求解过程中 ,首先利用熵障碍对偶方法对原问题进行转换 ,然后使用多群体DNA遗传算法对转换后的目标函数进行求解。仿真结果表明 ,该方法具有良好的全局搜索能力和较快的收敛速度。以上工作为解决大规模线性规划问题的求解提供了全新的思路和方法 。 展开更多
关键词 遗传算法 多群体dna 线性规划 熵障碍对偶法
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Genetic Analysis of Cultured and Wild Populations of Mytilus coruscus Based on Mitochondrial DNA 被引量:18
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作者 沈玉帮 李家乐 冯冰冰 《Zoological Research》 CAS CSCD 北大核心 2009年第3期240-246,共7页
DNA sequences from the mitochondrial gene cytochrome oxidase subunit I (mtDNA CO I) were used to estimate the genetic variability in two wild populations and two cultured populations of the hard shelled mussel, Myti... DNA sequences from the mitochondrial gene cytochrome oxidase subunit I (mtDNA CO I) were used to estimate the genetic variability in two wild populations and two cultured populations of the hard shelled mussel, Mytilus coruscus. Thirty haplotypes were identified in the four populations. The cultured populations exhibited a lower number of haplotypes and genetic diversity than those of the wild populations, suggesting that a small number of effective founding breeders contributed to the genetic variation of the cultured populations. No significant differentiation was observed between the cultured population and local wild population, implying that persistent gene flow occurred in these populations. This genetic survey is intended as a baseline for future genetic monitoring of M. coruseus aquaculture stocks. 展开更多
关键词 Mytilus coruscus Population differentiation Genetic diversity mtdna COI gene
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Genetic Polymorphism of Mitochondrial DNA in Dong,Gelao,Tujia,and Yi Ethnic Populations from Guizhou,China
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作者 李彬彬 钟复光 +5 位作者 易红生 王先然 李良芳 王丽兰 齐晓岚 吴立甫 《Journal of Genetics and Genomics》 SCIE CAS CSCD 北大核心 2007年第9期800-811,共12页
To reveal the genetic structures and relationships of the four ethnic populations from the maternal inheritance and explore the origins and migrations of nationalities, the genetic polymorphism of mtDNA in Dong, Gelao... To reveal the genetic structures and relationships of the four ethnic populations from the maternal inheritance and explore the origins and migrations of nationalities, the genetic polymorphism of mtDNA in Dong, Gelao, Tujia, and Yi populations from Guizhou was studied by direct sequencing of hypervariable segment Ⅰ (HVS Ⅰ ) and PCR-RFLP of coding region. Thirty-seven (sub-) haplogroups were identified in the classification tree of mtDNA haplogroups. Haplogroup distributions and principal component (PC) analysis showed that the Dong has high frequencies of south-prevalent haplogroups, which indicates that it is a typically southern population. The Yi harbors high frequencies of the south-prevalent and northern-prevalent haplogroups, which demonstrates that it inherits the maternal characteristics from both southern and northern populations. The Yi and Gelao cluster together, the reason for which might be that their ancestries frequently underwent gene exchanges and mixtures. 展开更多
关键词 ethnic populations in Guizhou mitochondrial dna POLYMORPHISM
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Genetic diversity and population structure of Marsh Grassbird (Locustella pryeri sinensis) in China 被引量:3
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作者 张微微 张钰铭 +1 位作者 王强 李枫 《Journal of Forestry Research》 SCIE CAS CSCD 2010年第3期361-366,399,共7页
We used sequences of mitochondrial control region (807bp) in 75 samples from three breeding colonies and one wintering population to investigate the genetic diversity and population structure of Marsh Grassbird (Lo... We used sequences of mitochondrial control region (807bp) in 75 samples from three breeding colonies and one wintering population to investigate the genetic diversity and population structure of Marsh Grassbird (Locustella pryeri sinensis) in different regions of China. Marsh Grassbird retained a moderate amount of haplotype (0.759 ± 0.056) and nucleotide diversity (0.002). The results of FST among 3 phy-logeographic units and ФST between breeding and wintering sites revealed little evidence of genetic distinction between different colonies. Neither UPGMA tree structure analysis nor Network picture analysis showed obvious divergence between populations at different locations. Analysis of molecular variance also showed a lack of regional subdivision within Locustella pryeri sinesis, 98.5% of source of variation within populations and only 1.5% among populations. The neutrality test showed negative Fu’s FS value, which, in combination with detection of the mismatch distribution, suggested that population expansion occurred in the evolu-tionary history of this species. This hypothesis was further supported by Tajima’s D test and Fu’s test (D = -1.80, p = 0.02; Fs = -22.11, p = 0.001), this expansion was estimated to occur about 28,700 years ago. 展开更多
关键词 Marsh Grassbird Locustella pryeri sinensis genetic diver-sity population structure mitochondrial dna (mtdna gene flow
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