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基于混合PSO算法的加速度计快速标定 被引量:4
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作者 戴邵武 王克红 庆曾宏 《压电与声光》 CSCD 北大核心 2015年第2期232-236,241,共6页
针对粒子群优化算法(PSO)在加速度计标定中存在早熟及陷入局部最优的不足,提出了基于差分进化(DE)的双种群信息共享及并行进化的混合PSO算法,并将该算法应用于加速度计快速标定。为提高混合算法的优化性能,提出了一种平衡DE算法全局探... 针对粒子群优化算法(PSO)在加速度计标定中存在早熟及陷入局部最优的不足,提出了基于差分进化(DE)的双种群信息共享及并行进化的混合PSO算法,并将该算法应用于加速度计快速标定。为提高混合算法的优化性能,提出了一种平衡DE算法全局探索和局部开发能力的加权变异算子,将Logistic函数的非线性特性引入到PSO算法惯性权重和DE算法加权系数的动态调整中。基准测试函数仿真表明所提出的混合算法在收敛速度、收敛精度、全局搜索性能和鲁棒性等方面明显优于PSO、DE算法;加速度计标定仿真结果表明,提出的混合算法能有效提高加速度计的标定精度。 展开更多
关键词 粒子群优化 差分进化 加速度计标定 Logistic函数 加权变异算子
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Molecular variation and evolution of the tyrosine kinase domains of insulin receptor IRa and IRb genes in Cyprinidae 被引量:1
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作者 KONG XiangHui WANG XuZhen HE ShunPing 《Science China(Life Sciences)》 SCIE CAS 2011年第7期626-633,共8页
The insulin receptor (IR) gene plays an important role in regulating cell growth, differentiation and development. In the present study, DNA sequences of insulin receptor genes, IRa and IRb, were amplified and seque... The insulin receptor (IR) gene plays an important role in regulating cell growth, differentiation and development. In the present study, DNA sequences of insulin receptor genes, IRa and IRb, were amplified and sequenced from 37 representative species of the Cyprinidae and from five outgroup species from non-cyprinid Cypriniformes. Based on coding sequences (CDS) of tyro- sine kinase regions of IRa and IRb, molecular evolution and phylogenetic relationships were analyzed to better understand the characteristics of IR gene divergence in the family Cyprinidae. 1Ra and IRb were clustered into one lineage in the gene tree of the IR gene family, reconstructed using the unweighted pair group method with arithmetic mean (UPGMA). IRa and IRb have evolved into distinct genes after IR gene duplication in Cyprinidae. For each gene, molecular evolution analyses showed that there was no significant difference among different groups in the reconstructed maximum parsimony (MP) tree of Cyprinidae; IRa and 1Rb have been subjected to similar evolutionary pressure among different lineages. Although the amino acid sequences of IRa and IRb tyrosine kinase regions were highly conserved, our analyses showed that there were clear sequence variations between the tyrosine kinase regions of IRa and IRb proteins. This indicates that IRa and IRb proteins might play different roles in the insulin signaling pathway. 展开更多
关键词 insulin receptor gene tyrosine kinase domain CYPRINIDAE
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