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A Particle Swarm Optimization Algorithm with Variable Random Functions and Mutation 被引量:7
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作者 ZHOU Xiao-Jun YANG Chun-Hua +1 位作者 GUI Wei-Hua DONG Tian-Xue 《自动化学报》 EI CSCD 北大核心 2014年第7期1339-1347,共9页
关键词 粒子群优化算法 随机变量函数 突变 PSO算法 随机函数 收敛性分析 算法性能 人口密度
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THE AVERAGE ABUNDANCE FUNCTION WITH MUTATION OF THE MULTI-PLAYER SNOWDRIFT EVOLUTIONARY GAME MODEL
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作者 Ke XIA Xianjia WAiVG 《Acta Mathematica Scientia》 SCIE CSCD 2021年第1期127-163,共37页
This article explores the characteristics of the average abundance function with mutation on the basis of the multi-player snowdrift evolutionary game model by analytical analysis and numerical simulation.The specific... This article explores the characteristics of the average abundance function with mutation on the basis of the multi-player snowdrift evolutionary game model by analytical analysis and numerical simulation.The specific field of this research concerns the approximate expressions of the average abundance function with mutation on the basis of different levels of selection intensity and an analysis of the results of numerical simulation on the basis of the intuitive expression of the average abundance function.In addition,the biological background of this research lies in research on the effects of mutation,which is regarded as a biological concept and a disturbance to game behavior on the average abundance function.The mutation will make the evolutionary result get closer to the neutral drift state.It can be deduced that this affection is not only related to mutation,but also related to selection intensity and the gap between payoff and aspiration level.The main research findings contain four aspects.First,we have deduced the concrete expression of the expected payoff function.The asymptotic property and change trend of the expected payoff function has been basically obtained.In addition,the intuitive expression of the average abundance function with mutation has been obtained by taking the detailed balance condition as the point of penetration.It can be deduced that the effect of mutation is to make the average abundance function get close to 1/2.In addition,this affection is related to selection intensity and the gap.Secondly,the first-order Taylor expansion of the average abundance function has been deduced for when selection intensity is sufficiently small.The expression of the average abundance function with mutation can be simplified from a composite function to a linear function because of this Taylor expansion.This finding will play a significant role when analyzing the results of the numerical simulation.Thirdly,we have obtained the approximate expressions of the average abundance function corresponding to small and large selection intensity.The significance of the above approximate analysis lies in that we have grasped the basic characteristics of the effect of mutation.The effect is slight and can be neglected when mutation is very small.In addition,the effect begins to increase when mutation rises,and this effect will become more remarkable with the increase of selection intensity.Fourthly,we have explored the influences of parameters on the average abundance function with mutation through numerical simulation.In addition,the corresponding results have been explained on the basis of the expected payoff function.It can be deduced that the influences of parameters on the average abundance function with mutation will be slim when selection intensity is small.Moreover,the corresponding explanation is related to the first-order Taylor expansion.Furthermore,the influences will become notable when selection intensity is large. 展开更多
关键词 evolutionary game average abundance function mutation stochastic process
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Effect of mutations on acetohydroxyacid synthase(AHAS)function in Cyperus difformis L.
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作者 Xiaotong Guo Xiangju Li +4 位作者 Zheng Li Licun Peng Jingchao Chen Haiyan Yu Hailan Cui 《Journal of Integrative Agriculture》 SCIE CSCD 2024年第1期177-186,共10页
Cyperus difformis L.is a troublesome weed in paddy fields and has attracted attention due to its resistance to acetohydroxyacid synthase(AHAS)inhibitors.It was found that the amino acid mutation in AHAS was the primar... Cyperus difformis L.is a troublesome weed in paddy fields and has attracted attention due to its resistance to acetohydroxyacid synthase(AHAS)inhibitors.It was found that the amino acid mutation in AHAS was the primary cause for the resistance of Cyperus difformis.However,the effect of different mutations on AHAS function is not clear in Cyperus difformis.To confirm the effect of mutations on AHAS function,six biotypes were collected,including Pro197Arg,Pro197Ser,Pro197Leu,Asp376Glu,Trp574Leu and wild type,from Hunan,Anhui,Jiangxi and Jiangsu provinces,China and the function of AHAS was characterized.The AHAS in vitro inhibition assay results indicated that the mutations decreased the sensitivity of AHAS to pyrazosulfuron-ethyl,in which the I_(50)(the half maximal inhibitory concentration)of wild type AHAS was 0.04μmol L^(-1)and Asp376Glu,Pro197Leu,Pro197Arg,Pro197Ser and Trp574Leu mutations were 3.98,11.50,40.38,38.19 and 311.43μmol L^(-1),respectively.In the determination of enzyme kinetics parameters,the Km and the maximum reaction velocity(Vmax)of the wild type were 5.18 mmol L^(-1)and 0.12 nmol mg^(-1)min^(-1),respectively,and the Km values of AHAS with Asp376Glu,Trp574Leu,Pro197Leu and Pro197Ser mutations were 0.38-0.93 times of the wild type.The Km value of the Pro197Arg mutation was 1.14times of the wild type,and the Vmax values of the five mutations were 1.17-3.33-fold compared to the wild type.It was found that the mutations increased the affinity of AHAS to the substrate,except for the Pro197Arg mutation.At a concentration of 0.0032-100 mmol L^(-1)branched-chain amino acids(BCAAs),the sensitivity of the other four mutant AHAS biotypes to feedback inhibition decreased,except for the Pro197Arg mutation.This study elucidated the effect of different mutations on AHAS function in Cyperus difformis and provided ideas for further study of resistance development. 展开更多
关键词 acetohydroxyacid synthase(AHAS) mutation enzyme function Cyperus difformis
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η-函数与Mutation 被引量:1
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作者 陶志雄 《浙江大学学报(理学版)》 CAS CSCD 2001年第1期19-23,共5页
基于文 [2 ]等的工作 ,本文对文 [5]构造的不变量η-函数在 mutation下进行了讨论 .研究表明当mutation仅在链环的一个分支上作和某种情形下在两个分支交叉处作 ,η-函数具有不变性 .此外 ,还得到了链环的第一分支从伴随纽结改变为卫星... 基于文 [2 ]等的工作 ,本文对文 [5]构造的不变量η-函数在 mutation下进行了讨论 .研究表明当mutation仅在链环的一个分支上作和某种情形下在两个分支交叉处作 ,η-函数具有不变性 .此外 ,还得到了链环的第一分支从伴随纽结改变为卫星纽结的 η-函数公式 . 展开更多
关键词 η-函数 mutation 伴随纽结 卫星纽结 平凡纽结 分支 首选尾线
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Capability Analysis of Chaotic Mutation and Its Self-Adaption 被引量:1
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作者 YANG Li-Jiang CHEN Tian-Lun 《Communications in Theoretical Physics》 SCIE CAS CSCD 2002年第11期555-560,共6页
Through studying several kinds of chaotic mappings' distributions of orbital points, we analyze the capabilityof the chaotic mutations based on these mappings. Nunerical experiments support our conclusions very we... Through studying several kinds of chaotic mappings' distributions of orbital points, we analyze the capabilityof the chaotic mutations based on these mappings. Nunerical experiments support our conclusions very well. Thecapability analysis also led to a self-adaptive mechanism of chaotic mutation. The introducing of the self-adaptivechaotic mutation can improve the performance of genetic algorithm very prominently. 展开更多
关键词 GENETIC algorithms CHAOTIC mutation function optimization self-adaption
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New era of cystic fibrosis:Full mutational analysis and personalized therapy
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作者 Marco Lucarelli 《World Journal of Medical Genetics》 2017年第1期1-9,共9页
Despite its apparently simple genetics,cystic fibrosis(CF) is a rather complex genetic disease.A lot of variability in the steps of the path from the cystic fibrosis transmembrane conductance regulator(CFTR) gene to t... Despite its apparently simple genetics,cystic fibrosis(CF) is a rather complex genetic disease.A lot of variability in the steps of the path from the cystic fibrosis transmembrane conductance regulator(CFTR) gene to the clinical manifestations originates an uncertain genotype- phenotype relationship.A major determinant of this uncertainty is the incomplete knowledge of the CFTR mutated genotypes,due to the high number of CFTR mutations and to the higher number of their combinations in trans and in cis.Also the very limited knowledge of functional effects of CFTR mutated alleles severely impairs our diagnostic and prognostic ability.The final phenotypic modulation exerted by CFTR modifier genes and interactome further complicates the framework.The next generation sequencing approach is a rapid,lowcost and high-throughput tool that allows a near complete structural characterization of CFTR mutated genotypes,as well as of genotypes of several other genes cooperating to the final CF clinical manifestations.This powerful method perfectly complements the new personalized therapeutic approach for CF.Drugs active on specific CFTR mutational classes are already available for CF patients or are in phase 3 trials.A complete genetic characterization has been becoming crucial for a correct personalized therapy.However,the need of a functional classification of each CFTR mutation potently arises.Future big efforts towards an ever more detailed knowledge of both structural and functional CFTR defects,coupled to parallel personalized therapeutic interventions decisive for CF cure can be foreseen. 展开更多
关键词 GENOTYPE-PHENOTYPE relationship CFTR CYSTIC fibrosis Next generation sequencing functionAL MEANING of mutations Personalized therapy mutation search mutation functionAL classes
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Capability Analysis of Chaotic Mutation and Its Self-Adaption
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作者 YANGLi-Jiang CHENTian-Lun 《Communications in Theoretical Physics》 SCIE CAS CSCD 2002年第5期555-560,共6页
Through studying several kinds of chaotic mappings' distributions of orbital points, we analyze the capability of the chaotic mutations based on these mappings. Numerical experiments support our conclusions very w... Through studying several kinds of chaotic mappings' distributions of orbital points, we analyze the capability of the chaotic mutations based on these mappings. Numerical experiments support our conclusions very well. The capability analysis also led to a self-adaptive mechanism of chaotic mutation. The introducing of the self-adaptive chaotic mutation can improve the performance of genetic algorithm very prominently. 展开更多
关键词 genetics algorithms chaotic mutation function optimization self-adaption
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Mutational analysis of the GATA4 gene in Chinese men with nonobstructive azoospermia
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作者 Xu Zhang Tai-Jian Zhang +6 位作者 Wen Liu Yun-Na Ning Yue-Hong Bian Yong-Zhi Cao Hong-Bin Liu Jin-Long Ma Hao-Bo Zhang 《Asian Journal of Andrology》 SCIE CAS CSCD 2021年第2期205-210,共6页
As a crucial transcription factor for spermatogenesis,GATA-binding protein 4(GATA4)plays important roles in the functioning of Sertoli and Leydig cells.Conditional knockout of GATA4 in mice results in age-dependent te... As a crucial transcription factor for spermatogenesis,GATA-binding protein 4(GATA4)plays important roles in the functioning of Sertoli and Leydig cells.Conditional knockout of GATA4 in mice results in age-dependent testicular atrophy and loss of fertility.However,whether GATA4 is associated with human azoospermia has not been reported.Herein,we analyzed the GATA4 gene by direct sequencing of samples obtained from 184 Chinese men with idiopathic nonobstructive azoospermia(NOA).We identified a missense mutation(c.191G>A,p.G64E),nine single-nucleotide polymorphisms(SNPs),and one rare variant(c.^(*)84C>T)in the 3′untranslated region(UTR).Functional studies demonstrated that the p.G64E mutation did not affect transactivation ability of GATA4 for spermatogenesis-related genes(claudin-11 and steroidogenic acute regulatory protein,Star),and the 3′UTR rare variant c.^(*)84C>T did not generate microRNA-binding sites to repress GATA4 expression.To our knowledge,this is the first report to investigate the association between GATA4 and azoospermia;our results indicate that mutations in GATA4 may not be pathogenic for NOA in Chinese men. 展开更多
关键词 biological function GATA-binding protein 4(GATA4)mutation nonobstructive azoospermia
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Annotation and assessment of functional variants in livestock through epigenomic data
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作者 Ruixian Ma Renzhuo Kuang +14 位作者 Jingcheng Zhang Jiahao Sun Yueyuan Xu Xinbo Zhou Zheyu Han Mingyang Hu Daoyuan Wang Yuhua Fu Yong Zhang Xinyun Li Mengjin Zhu Shuhong Zhao Tao Xiang Mengwei Shi Yunxia Zhao 《Journal of Genetics and Genomics》 2025年第12期1588-1599,共12页
Understanding genetic variant functionality is essential for advancing animal genomics and precision breeding.However,the lack of comprehensive functional genomic annotations in animals limits the effectiveness of mos... Understanding genetic variant functionality is essential for advancing animal genomics and precision breeding.However,the lack of comprehensive functional genomic annotations in animals limits the effectiveness of most variant function assessment methods.In this study,we gather 1030 raw epigenomic datasets from 10 animal species and systematically annotate 7 types of key regulatory regions,creating a comprehensive functional annotation map of animal genomic variants.Our findings demonstrate that integrating variants with regulatory annotations can identify tissues and cell types underlying economic traits,underscoring the utility of these annotations in functional variant discovery.Using our functional annotations,we rank the functional potential of genetic variants and classify over 127 million candidate variants into 5 functional confidence categories,with high-confidence variants significantly enriched in eQTLs and trait-associated SNPs.Incorporating these variants into genomic prediction models can improve estimated breeding value accuracy,demonstrating their practical utility in breeding programs.To facilitate the use of our results,we develop the Integrated Functional Mutation(IFmut:http://www.ifmutants.com:8212)platform,enabling researchers to explore regulatory annotations and assess the functional potential of animal variants efficiently.Our study provides a robust framework for functional genomic annotations in farm animals,enhancing variant function assessment and breeding precision. 展开更多
关键词 Epigenetic annotation functional variants assessment Estimated breeding values(EBVs) functional mutation database
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Clinical,genetic and functional perspectives on ATP-binding cassette subfamily B member 4 variants in five cholestasis adults
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作者 Yu-Hang Weng Yu-Feng Zheng +5 位作者 Dan-Dan Yin Qing-Fang Xiong Jin-Long Li Shun-Xin Li Wei Chen Yong-Feng Yang 《World Journal of Gastroenterology》 2025年第14期142-156,共15页
BACKGROUND ATP-binding cassette subfamily B member 4(ABCB4)deficiency is associated with cholestatic liver disease primarily because of missense mutations,and many variants remain unidentified.Here,we validate the pat... BACKGROUND ATP-binding cassette subfamily B member 4(ABCB4)deficiency is associated with cholestatic liver disease primarily because of missense mutations,and many variants remain unidentified.Here,we validate the pathogenicity and mechanism of ABCB4 variants in clinical and in vitro trials,hypothesizing that these variants are responsible for impaired biliary function and contribute to the development of cholestatic liver diseases.AIM To clarify the functional features and pathogenicity of ABCB4 variants.METHODS Clinical data were collected from five patients with cholestatic liver disease that was initially not detected by routine examinations.Later,whole-exome sequencing confirmed ABCB4 variants and the patients were treated from January 2017 to December 2023.Pathogenic mechanisms were analyzed using bioinformatics tools,and a cell model in vitro was established to investigate ABCB4 mRNA expression,multidrug resistance protein 3(MDR3)expression,cellular localization,and phosphatidylcholine secretion.Results were compared using Student's t-tests.RESULTS Five missense variants(c.1757T>A,c.1865G>A,c.2362C>T,c.2777C>T and c.3250C>T),one intron variant(c.537-32G>T),and one synonymous(c.C504T)variant were identified.Three of the five patients had various degrees of cholestasis,two presented with liver cirrhosis,and all had elevated gamma-glutamyl transferase.Three of the four patients who underwent a liver biopsy had bile duct dilation,and one had gallstones.Two of the four patients had normal and reduced MDR3 immunohistochemical levels.Bioinformatic analysis indicated that these variants were likely pathogenic except c.C504T variant.None of the missense variants influenced subcellular MDR3 Localization in vitro.However,the c.1865G>A variant significantly decreased ABCB4 mRNA values,and all missense variants down-regulated phosphatidylcholine secretion.CONCLUSION This study uncovered new ABCB4 variants and emphasized the pathogenic potential of specific variants.The findings from five patients provided insight into the pathogenic mechanisms underlying ABCB4-related diseases. 展开更多
关键词 ATP-binding cassette subfamily B member 4 Multidrug resistance protein 3 CHOLESTASIS functional analysis CLINICAL Gene mutation Whole-exome sequencing
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基于邻域粒度条件熵的动态萤火虫特征选择算法
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作者 吴国霞 邱雅茹 江峰 《计算机工程》 北大核心 2026年第1期144-153,共10页
针对传统的萤火虫算法(FA)在处理优化问题时存在的收敛速度慢、易陷入局部最优解等问题,提出一种动态的萤火虫算法,并将该算法与邻域粗糙集相关理论相结合开展特征选择的研究,从而实现对连续型数值的有效处理,并且有效提高特征选择的性... 针对传统的萤火虫算法(FA)在处理优化问题时存在的收敛速度慢、易陷入局部最优解等问题,提出一种动态的萤火虫算法,并将该算法与邻域粗糙集相关理论相结合开展特征选择的研究,从而实现对连续型数值的有效处理,并且有效提高特征选择的性能。首先,为了改进萤火虫算法的搜索策略,引入POX(Precedence Operation Crossover)变异策略并采用阈值设置控制萤火虫交叉变异的概率,便于陷入局部最优的个体及时跳出,提出一种动态的萤火虫算法;其次,为了能够同时考虑到知识完备性和知识粒度大小,将邻域粗糙集中的邻域知识粒度与条件熵有机结合,提出一种新的信息熵模——邻域粒度条件熵;最后,提出一种基于邻域粒度条件熵与动态萤火虫算法的特征选择算法FS_NGHFAPOX,该算法采用邻域粒度条件熵来构建适应度函数,进而更好地评价特征子集。在UCI和scikit-learn机器学习库中的内置数据库中部分数据集上进行实验验证,验证结果表明FS_NGHFAPOX算法分类性能最优且所选特征子集数量更少,平均准确率达到0.83,相较于其他特征选择算法最多提高了15%。 展开更多
关键词 特征选择 萤火虫算法 变异策略 适应度函数 邻域知识粒度 邻域粒度条件熵
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From seed to whole plant:An innovative visual marker system to enhance selection efficiency in soybean genome editing
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作者 Tingwei Yan Xueyan Qian +5 位作者 Hong Pan Jiarui Han Qi Wang Chang Liu Dongquan Guo Xiangguo Liu 《Journal of Integrative Agriculture》 2026年第2期820-823,共4页
Emerging and powerful genome editing tools,particularly CRISPR/Cas9,are facilitating functional genomics research and accelerating crop improvement(Jiang et al.2021;Cao et al.2023;Chen C et al.2023;Liu et al.2023a).Ho... Emerging and powerful genome editing tools,particularly CRISPR/Cas9,are facilitating functional genomics research and accelerating crop improvement(Jiang et al.2021;Cao et al.2023;Chen C et al.2023;Liu et al.2023a).However,the detection and screening of transgenic lines remain major bottlenecks,being time-consuming,labor-intensive,and inefficient during transformation and subsequent mutation identification.A simple and efficient visual marker system plays a critical role in addressing these challenges.Recent studies demonstrated that the GmW1 and RUBY reporter systems were used to obtain visual transgenic soybean(Glycine max) plants(Chen L et al.2023;Chen et al.2024). 展开更多
关键词 accelerating crop improvement jiang mutation identificationa enhance selection efficiency SEED functional genomics research detection screening transgenic lines genome editing toolsparticularly innovative visual marker system
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功能获得与缺失型CYLD基因突变对毛发上皮瘤细胞增殖与凋亡的影响
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作者 黄文山 《首都食品与医药》 2026年第1期9-11,共3页
目的了解功能获得和功能缺失型CYLD基因突变对毛发上皮瘤细胞增殖和凋亡的影响,为研究毛发上皮瘤发病机制以及临床诊治提供依据。方法选取2023年1月-2025年3月本院收治的68例患者手术切除的毛发上皮瘤肿瘤组织样本,按CYLD基因突变类型... 目的了解功能获得和功能缺失型CYLD基因突变对毛发上皮瘤细胞增殖和凋亡的影响,为研究毛发上皮瘤发病机制以及临床诊治提供依据。方法选取2023年1月-2025年3月本院收治的68例患者手术切除的毛发上皮瘤肿瘤组织样本,按CYLD基因突变类型分为功能获得型突变组(23例)、功能缺失型突变组(22例)与野生型组(23例),通过细胞培养获取各组毛发上皮瘤的肿瘤细胞,对比三组细胞的增殖能力以及细胞凋亡水平、凋亡相关蛋白表达水平。结果在24h、48h、72h,功能缺失型突变组细胞增殖率均显著高于功能获得型突变组和野生型组(P<0.05),而功能获得型突变组和野生组增殖率的差异无统计学意义(P>0.05)。功能缺失型突变组细胞凋亡率显著低于功能获得型突变组、野生型组(P<0.05)。在基因表达方面,其Bax和Caspase-3水平均低于功能获得型突变组、野生型组,而Bcl-2水平高于另外两组,差异均有统计学意义(P<0.05);而功能获得型突变组、野生型组肿瘤细胞的凋亡率以及基因表达均差异无统计学意义(P>0.05)。结论功能缺失型的CYLD基因突变能够促进毛发上皮瘤细胞的增殖、抑制毛发上皮瘤细胞的凋亡,其可能作用于调节Bax、Bcl-2、Caspase-3的表达;功能获得型的CYLD基因突变对于毛发上皮瘤细胞的增殖与凋亡没有产生较大的影响,CYLD基因功能缺失可能是毛发上皮瘤发生发展的重要机制之一。 展开更多
关键词 CYLD基因 功能获得型突变 功能缺失型突变 毛发上皮瘤 细胞增殖
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The near-complete genome assembly of pickling cucumber and its mutation library illuminate cucumber functional genomics and genetic improvement
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作者 Yao Tian Kui Li +7 位作者 Tonghui Li Wudi Gai Jie Zhou Xing Wang Deng Yan Xue Yun Deng Hang He Xingping Zhang 《Molecular Plant》 2025年第4期551-554,共4页
Dear Editor,Cucumber,Cucumis sativus,is a major vegetable crop globally.In addition to being consumed fresh or sliced,pickling cucumber represents a key cultivated type,widely grown in open fields across regions inclu... Dear Editor,Cucumber,Cucumis sativus,is a major vegetable crop globally.In addition to being consumed fresh or sliced,pickling cucumber represents a key cultivated type,widely grown in open fields across regions including the Americas,Europe,and Asia(Shetty and Wehner,2002). 展开更多
关键词 genetic improvement genome assembly functional genomics CUCUMBER mutation library pickling cucumber Cucumis sativus
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Research on Rosenbrock Function Optimization Problem Based on Improved Differential Evolution Algorithm 被引量:4
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作者 Jian Ma Haiming Li 《Journal of Computer and Communications》 2019年第11期107-120,共14页
The Rosenbrock function optimization belongs to unconstrained optimization problems, and its global minimum value is located at the bottom of a smooth and narrow valley of the parabolic shape. It is very difficult to ... The Rosenbrock function optimization belongs to unconstrained optimization problems, and its global minimum value is located at the bottom of a smooth and narrow valley of the parabolic shape. It is very difficult to find the global minimum value of the function because of the little information provided for the optimization algorithm. According to the characteristics of the Rosenbrock function, this paper specifically proposed an improved differential evolution algorithm that adopts the self-adaptive scaling factor F and crossover rate CR with elimination mechanism, which can effectively avoid premature convergence of the algorithm and local optimum. This algorithm can also expand the search range at an early stage to find the global minimum of the Rosenbrock function. Many experimental results show that the algorithm has good performance of function optimization and provides a new idea for optimization problems similar to the Rosenbrock function for some problems of special fields. 展开更多
关键词 DIFFERENTIAL EVOLUTION Rosenbrock function SELF-ADAPTIVE mutation ELIMINATION Mechanism
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Genetic Algorithm for the Thermal Stresses Optimum Design ofFunctionally Gradient Material Plate 被引量:1
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作者 Xiaodan Zhang Zhengbin Tang Changchun Ge(Applied Science School, University of Science and Technology Beijing, Beijing 100083, China) 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 1999年第3期224-227,共4页
Based on the thermal stress distribution for functionally gradient material (FGM) plates, a Genetic Algorithm (GA) method for the thermal stresses optimum design of FGM plate with computer technologies is given. The m... Based on the thermal stress distribution for functionally gradient material (FGM) plates, a Genetic Algorithm (GA) method for the thermal stresses optimum design of FGM plate with computer technologies is given. The minimum thermal stresses combination distribution for FGM is obtained. 展开更多
关键词 functionally gradient material (FGM) thermal stress Genetic Algorithm (GA) CROSSOVER mutation
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Adaptive immune-genetic algorithm for global optimization to multivariable function 被引量:9
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作者 Dai Yongshou Li Yuanyuan +2 位作者 Wei Lei Wang Junling Zheng Deling 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2007年第3期655-660,共6页
An adaptive immune-genetic algorithm (AIGA) is proposed to avoid premature convergence and guarantee the diversity of the population. Rapid immune response (secondary response), adaptive mutation and density opera... An adaptive immune-genetic algorithm (AIGA) is proposed to avoid premature convergence and guarantee the diversity of the population. Rapid immune response (secondary response), adaptive mutation and density operators in the AIGA are emphatically designed to improve the searching ability, greatly increase the converging speed, and decrease locating the local maxima due to the premature convergence. The simulation results obtained from the global optimization to four multivariable and multi-extreme functions show that AIGA converges rapidly, guarantees the diversity, stability and good searching ability. 展开更多
关键词 immune-genetic algorithm function optimization hyper-mutation density operator.
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TSH RECEPTOR GENETIC ALTERATIONS IN THE AUTONOMOUSLY FUNCTIONING THYROID ADENOMAS
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作者 施秉银 李雪萍 +3 位作者 李社莉 薛明战 王毅 徐莉 《Journal of Pharmaceutical Analysis》 SCIE CAS 2004年第1期39-41,共3页
Objective To determine the relationship between TSH receptor gene mutations and autonomously functioning thyroid adenomas (AFTAs). Methods The thyroid samples from 14 cases of diagnosed AFTAs were analyzed, with nor... Objective To determine the relationship between TSH receptor gene mutations and autonomously functioning thyroid adenomas (AFTAs). Methods The thyroid samples from 14 cases of diagnosed AFTAs were analyzed, with normal thyroid specimens adjacent to the tumors as controls. The 155 base pairs DNA fragments which encompassed the third cytoplasmic loop and the sixth transmembrane segments in the TSH receptor gene exon 10 were amplified by Polymerase chain reaction (PCR) and analyzed by the single-strand conformation polymorphism (SSCP). Direct sequencing of the PCR products was performed with Prism Dye Terminator Cycle Sequencing Core Kit. Results 6 of 14 AFTA specimens displayed abnormal migration in SSCP analysis. In sequence analysis of 3 abnormally migrated samples, one base substitution at nucleotide 1957 (A to C) and two same insertion mutations of one adenosine nucleotide between nucleotide 1972 and 1973 were identified. No mutations were found in controls. Conclusion This study confirmed the presence of TSH receptor gene mutations in AFTAs; both one-point substitution mutation and one-base insertion mutation were found to be responsible for the pathogenesis of AFTAs. 展开更多
关键词 thyrotropin receptor autonomously functioning thyroid adenoma gene mutation
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AI赋能生物化学教学研究——基因突变的功能效应预测 被引量:11
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作者 张颖 葛芳 罗志敏 《大学化学》 2025年第3期277-284,共8页
秉持“科教融汇、协同育人”理念,融合人工智能(AI)与生物化学教学研究。本文探讨了AI技术在生物化学教学改革中的应用,构建了与生物医学工程专业教学案例——AI预测基因突变的功能效应,从案例实施背景、教学内容设计、组织实施及效果... 秉持“科教融汇、协同育人”理念,融合人工智能(AI)与生物化学教学研究。本文探讨了AI技术在生物化学教学改革中的应用,构建了与生物医学工程专业教学案例——AI预测基因突变的功能效应,从案例实施背景、教学内容设计、组织实施及效果评价等方面,阐述了该AI赋能教学的典型案例设计与实施,培养学生的多学科交叉融合的学习思维。 展开更多
关键词 生物化学 案例教学 基因突变 功能效应 人工智能
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