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1.
本文提出医用非线性曲线模型拟合改进的遗传算法,以指数曲线模型为例,选择了一组标样进行了模拟,结果表明,改进的遗传算法性能良好,可望成为各类医用非线性曲线拟合的有效手段。  相似文献   

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运用改进单纯形法拟合Logistic曲线的研究   总被引:38,自引:0,他引:38  
Logistic方程是研究有限空间内种群增长规律的重要工具之一本文运用改进单纯形法最优拟合Logistic曲线,结果表明改进单纯形法具有较强的拟合非线性方程的能力,对生物实验及生态、生理学中诸多非线性曲线的参数估计具有普遍意义.  相似文献   

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广义Schumacher模型的改进及其应用   总被引:5,自引:0,他引:5  
通过对前人提出的生长方程的具体分析,提出了一种改进的Schumacher生长方程.该模型包含了Gompenz函数、Schumacher方程及广义Schumacher方程,具有很强的自适应性和实用性.采用遗传算法。利用该模型对珍稀植物长苞铁杉和侧柏生长资料分别进行了拟合.结果表明,改进的Schumacher方程的拟合精度明显优于Schumache,方程和广义Schumacher方程,也优于经典的Logistic模型和李新运等自适应模型。可以在林木生长动态模拟及种群增长动态研究中广泛应用.  相似文献   

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三次设计结合模矢法拟合Logistic曲线的研究   总被引:5,自引:0,他引:5  
Logistic曲线是种群动态的一个经典模型,针对传统拟合方法存在的缺陷和三次设计的优点,以及拟合过程是离差平方和最小──可看作是运筹学中无约束极值问题──的优化原则,本文提出新的方法-三次设计结合模大法的组合方法来拟合,结果表明该法能取长补短,拟合效果最佳,因此在一般非线性模型参数求解中具有普遍意义.  相似文献   

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凡是具有峰形曲线增长的生物种群,大体上可归纳为前峰形、中峰形和后峰形,完全像逻辑斯蒂曲线增长的不多。因而,采用逻辑斯蒂曲线拟合的方法拟合峰形曲线就有些不太理想。本文介绍两种拟合峰形曲线较理想的方法,一种是累加生成拟合,另一种是灰色逻辑斯蒂曲线拟合。第一种方法是通过一次累加生成弱化原始数据中的随机性和波动性,以适应于逻辑曲线的拟合。第二种是采用灰色系统理论的方法,采用  相似文献   

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本文提出医用Logistic曲线拟合的遗传算法,并选择一组标样进行拟合试验。结果表明,遗传算法性能良好,可望成为各类医用非曲线拟合的有用工具。  相似文献   

7.
用浊度测定、菌落形成数计数(CFU)、流式细胞计数(FCT),以及MTT还原测脱氢酶活力4种检测方法,测定了E.coliCVCC249群体的生长量,并通过Logistic模型、Sigmoid模型,以及正态分布方程拟合由上述生物量所表征的群体生长动力学过程曲线.结果表明,对浊度和流式检测数据,Logistic和Sigmoid方程可给出较好的拟合度,而对CFU法和脱氢酶活力检测法,仅有正态分布方程能呈现更好的拟合.通过应用有限时域向前差分的方法,消除不能增殖的休止细胞对浊度生长过程曲线的影响,以模拟菌群增殖的过程曲线.在此基础上,求得菌群生长的即时速度(advancingvelocity,Vad。)和即时速度的瞬变率,以此为据将E.coliCVCC249生长过程划分为线性增长期、指数增长期、指数减速期、线性减速期,以及衰亡期5个阶段.此外,对新的划分生长阶段的方法与经典方法的不同,以及R。(拟合决定系数)能否作为确定模型是否拟合的唯一判据,进行了讨论.  相似文献   

8.
不同模型对黄山栾树快速光曲线拟合效果的比较   总被引:7,自引:0,他引:7  
用Li-6400光合仪同时测定了CO2浓度为380和600μmol·mol-1条件下黄山栾树的光响应曲线和快速光曲线,分别采用不同模型进行了拟合.结果表明:直角双曲线模型和双指数方程拟合得到的最大电子传递速率远大于实测值;直角双曲线模型、非直角双曲线模型、单指数方程不能拟合黄山栾树存在PSⅡ动力学下调的快速光曲线,只有双指数方程和直角双曲线修正模型可以拟合黄山栾树存在PSⅡ动力学下调的快速光曲线,且可以计算它的饱和光强.综合拟合结果可知,直角双曲线修正模型不仅可以很好地拟合黄山栾树的快速光曲线,而且得到的最大电子传递速率和饱和光强与实测值相符合.此外,通过拟合植物的快速光曲和光响应曲线,还可以判断在饱和光强时它的电子传递速率与碳同化是否同时达到最大值.  相似文献   

9.
用麦夸方法最优拟合逻辑斯谛曲线   总被引:37,自引:2,他引:35  
王莽莽  李典谟 《生态学报》1986,6(2):142-147
一般对非线性逻辑斯谛生长曲线的拟合是采用首先对原方程线性化以后用线性最小二乘的方法。此方法不是最优的。本文提出用麦夸方法对曲线进行拟合,并且比较了Gause、Andrewartha、May、Pearl、Krebs、万昌秀等人提出的方法与计算结果。麦夸方法对生物实验及生态学中诸多非线性曲线的参数估计具有普遍的意义。  相似文献   

10.
本研究旨在杂种遗传算法应用于非线性生长函数的参数估计.提出了杂种遗传算法估计非线性生长函数参数的数学模型.5种非线性生长函数Gompertz、Logistic、von Bertalanffy、Richards、Brody分别拟合一个较大型的、群体类型差异大的番鸭体重生长资料,利用杂种遗传算法获得了有效初始值,在lsqcurvefit与proc nlin中获得了一致最优解的结果.表明杂种遗传算法估计非线性函数参数的实际可行性.  相似文献   

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It has now been over twenty years since a novel herpesviral genome was identified in Kaposi's sarcoma biopsies. Since then, the cumulative research effort by molecular biologists, virologists, clinicians, and epidemiologists alike has led to the extensive characterization of this tumor virus, Kaposi's sarcoma-associated herpesvirus(KSHV; also known as human herpesvirus 8(HHV-8)), and its associated diseases. Here we review the current knowledge of KSHV biology and pathogenesis, with a particular emphasis on new and exciting advances in the field of epigenetics. We also discuss the development and practicality of various cell culture and animal model systems to study KSHV replication and pathogenesis.  相似文献   

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Comprises species occurring mostly in subtidal habitats in tropical, subtropical and warm-temperate areas of the world. An analysis of the type species, V. spiralis (Sonder) Lamouroux ex J. Agardh, a species from Australia, establishes basic characters for distinguishing species in the genus. These characters are (1) branching patterns of thalli, (2) flat blades that may be spiralled on their axis, (3) width of the blade, (4) primary or secondary derivation of sterile and fertile branchlets and (5) position of sterile and fertile branchlets on the thalli. Application of the latter two characters provides an important basic method for separation of species into three major groups. Osmundaria , a genus known only in southern Australia, was studied in relation to Vidalia , and its separation from the Vidalia assemblage is not accepted. Species of Vidalia therefore are transferred to the older genus name, Osmundaria. Two new species, Osmundaria papenfussii and Osmundaria oliveae are described from Natal. Confusion in the usage of the epithet, Vidalia fimbriala Brown ex Turner has been clarified, and Vidalia gregaria Falkenberg, described as an epiphyte on Osmundaria pro/ifera Lamouroux, is revealed to be young branches of the host, Osmundaria prolifera.  相似文献   

18.
Fifteen chromosome counts of six Artemisia taxa and one species of each of the genera Brachanthemum, Hippolytia, Kaschgaria, Lepidolopsis and Turaniphytum are reported from Kazakhstan. Three of them are new reports, two are not consistent with previous counts and the remainder are confirmations of very scarce (one to four) earlier records. All the populations studied have the same basic chromosome number, x = 9, with ploidy levels ranging from 2x to 6x. Some correlations between ploidy level, morphological characters and distribution are noted.  相似文献   

19.
肝癌中HBV和HCV基因和抗原的分布及意义   总被引:1,自引:0,他引:1  
采用原位分子杂交方法检测HCV RNA及HBV X基因;采用免疫组织化学方法研究HCV核心抗原,非结构区C33c抗原及HBxAg在肝细胞肝癌中的定位及分布.结果表明(1)HCV RNA、HBV X基因在肝细胞肝癌组织检出率分别为40%(55/136)和82%(112/136).HCV RNA定位于癌细胞的胞浆内,阳性细胞呈散在、灶状及弥漫分布三种形式;HBV X基因在肝癌细胞中的分布呈胞浆型、核型及核浆型,阳性细胞也呈上述三种分布形式;(2)HCV C33c抗原、核心抗原在肝细胞肝癌中的阳性率为81%(133/164)及86%(141/164).C33c抗原定位于癌细胞及肝细胞的胞浆内;核心抗原既定位于癌细胞核中,又可定位于胞浆中.C33c抗原阳性细胞以灶状分布为主;而核心抗原阳性细  相似文献   

20.
For a plant selection model with frequency-independent viabilities, fertilities and selfing rates, it is shown that apart from global fixation, for certain parameter combinations a protected polymorphism and facultative fixation (either allele may become fixed according to initial frequencies) may both occur. Facultative fixation requires different selling rates for the dominant and recessive type. Protection of the polymorphism requires resource allocation for male and female function. In this connection the problem of purely genetically caused population extinction is discussed.
For general frequency dependence and regular segregation, the chances for establishment of a completely recessive gene are compared to those of a completely dominant gene. It is proven that the process of establishment of the recessive gene, despite a fitness advantage, may be considerably endangered by drift effects if random mating prevails. The recessive gene may reach the same effectivity in establishment as a dominant gene, only if the recessive homozygote mates exclusively with its own type during the period of establishment.  相似文献   

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