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遗传算法和粒子群优化算法的性能对比分析 被引量:50
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作者 张鑫源 胡晓敏 林盈 《计算机科学与探索》 CSCD 2014年第1期90-102,共13页
遗传算法与粒子群优化算法作为经典的进化计算方法已经被广泛地应用于函数优化、生产调度、机器学习和数据挖掘等领域。对这两种经典算法在求解不同问题时的性能进行了系统的对比和分析,比较了两种算法在求解单峰和多峰问题上的性能差... 遗传算法与粒子群优化算法作为经典的进化计算方法已经被广泛地应用于函数优化、生产调度、机器学习和数据挖掘等领域。对这两种经典算法在求解不同问题时的性能进行了系统的对比和分析,比较了两种算法在求解单峰和多峰问题上的性能差异。进一步对算法的健壮性进行了测试,分析了算法运行过程中参数对算法性能的影响。最终总结出两种算法的性能特点,并讨论了算法的改进策略,旨在为工程应用中的算法选择提供技术参考。 展开更多
关键词 遗传算法 粒子群优化算法 单峰 多峰 性能对比
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ON THE FEIGENBAUM'S FUNCTIONAL EQUATION_f^P (λx )=λf (x) 被引量:12
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作者 LIAO GONGFU 《Chinese Annals of Mathematics,Series B》 SCIE CSCD 1994年第1期81-88,共8页
The author considers the Feigenbaum's functional equation fP(λx) =λf(x) for each p ≥ 2.The existence of even unimodal C1 solutions to this equation is discussed and a feasible methodto construct such solutions ... The author considers the Feigenbaum's functional equation fP(λx) =λf(x) for each p ≥ 2.The existence of even unimodal C1 solutions to this equation is discussed and a feasible methodto construct such solutions is given. 展开更多
关键词 Functional equation Continuous Single-Valley solution Even unimodal C ̄1 solution.
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事件相关电位的刺激方式及最新进展 被引量:7
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作者 王明时 刘瑾 李岳峙 《天津大学学报(自然科学与工程技术版)》 EI CAS CSCD 北大核心 2003年第6期697-702,共6页
总结了事件相关电位(ERP)的研究现状,并针对其关键问题即刺激方式的编制进行了详细地概括和评述.就国内外事件相关电位的最新研究内容和热点问题,指出了交叉刺激下的事件相关电位已成为国内外事件相关电位研究的发展趋势.同时,对这种交... 总结了事件相关电位(ERP)的研究现状,并针对其关键问题即刺激方式的编制进行了详细地概括和评述.就国内外事件相关电位的最新研究内容和热点问题,指出了交叉刺激下的事件相关电位已成为国内外事件相关电位研究的发展趋势.同时,对这种交叉刺激形式的事件相关电位的研究方法进行了介绍,尤其对其刺激的编制做了详尽地论述,并举例说明. 展开更多
关键词 事件相关电位 刺激方式 认知 交叉模式 单一模式 神经生理学 ERP
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Internet中的包延迟分布与包丢失关系研究 被引量:3
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作者 毕经平 吴起 李忠诚 《计算机工程》 CAS CSCD 北大核心 2002年第10期20-22,共3页
包延迟的分布特征是Internet端到端行为特征的一个重要组成部分,前人已在该方面进行了大量研究,但许多研究结论只适用于丢包率较小的情况。通过研究我国科技网和教育网上34条端到端路径上的延迟特征,得出了如下结论:(1)包延迟的... 包延迟的分布特征是Internet端到端行为特征的一个重要组成部分,前人已在该方面进行了大量研究,但许多研究结论只适用于丢包率较小的情况。通过研究我国科技网和教育网上34条端到端路径上的延迟特征,得出了如下结论:(1)包延迟的分布特征与丢包率存在一定的关系;(2)在丢包率较小的情况下,包延迟的分布多具有单峰性;但随着丢包率的增大,包延迟的分布不再具有单峰性,而是呈现出越来越分散的特点;(3)随着丢包率的增大,固有延迟的发生次数呈现逐渐减少的趋势,当丢包率增大到一定程度,固有延迟的发生次数就很少了。 展开更多
关键词 INTERNET 包延迟分布 包丢失关系 单峰性
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云南省2019年臭氧污染特征及影响因素研究 被引量:6
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作者 潘春梅 朱翔 +5 位作者 王健 向峰 沈秋莹 夏万永 万普娟 邱飞 《环境科学与技术》 CAS CSCD 北大核心 2020年第10期156-164,共9页
为探讨高原山地城市臭氧污染特征,基于云南省国家环境空气自动监测站点臭氧及相关污染物、气象监测数据,该文分析了臭氧时空变化特征及其与其他环境因子的相关性。结果表明,2019年臭氧污染集中在滇中区域的曲靖、玉溪以及滇西南区域的... 为探讨高原山地城市臭氧污染特征,基于云南省国家环境空气自动监测站点臭氧及相关污染物、气象监测数据,该文分析了臭氧时空变化特征及其与其他环境因子的相关性。结果表明,2019年臭氧污染集中在滇中区域的曲靖、玉溪以及滇西南区域的普洱等城市;臭氧浓度月变化呈现"双峰型",日变化呈现"单峰型"特征,不同区域存在不同程度的"周末效应";臭氧与湿度、温度的相关性较好,温度25~35℃,湿度20%~40%,风速0~5 m/s及西南风向容易出现臭氧超标。 展开更多
关键词 臭氧 污染特征 气象条件 双峰型 单峰型 周末效应
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Decay of Correlations for Fibonacci Unimodal Interval Maps 被引量:2
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作者 Rui GAO Wei Xiao SHEN 《Acta Mathematica Sinica,English Series》 SCIE CSCD 2018年第1期114-138,共25页
We consider a class of generalized Fibonacci unimodal maps for which the central return times {Sn} satisfy that sn= sn-1 + ksh-2 for some k≥ 1. We show that such a unimodal map admits a unique absolutely continuous... We consider a class of generalized Fibonacci unimodal maps for which the central return times {Sn} satisfy that sn= sn-1 + ksh-2 for some k≥ 1. We show that such a unimodal map admits a unique absolutely continuous invariant probability with exactly stretched exponential decay of correlations if its critical order lies in (1, k + 1). 展开更多
关键词 Absolutely continuous invariant probability decay of correlations unimodal maps Fi-bonacci combinatorics
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分子量分布及短支链结构对HDPE剪切诱导结晶的影响 被引量:4
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作者 高苏闽 刘亚涛 +2 位作者 HSIAO S Benjamin 邵惠丽 张耀鹏 《上海塑料》 2018年第1期53-58,共6页
高密度聚乙烯(HDPE)管道轻便、坚固、耐用,因此广泛应用于替代老化管道。应用同步辐射X射线衍射和散射技术,深入研究两种HDPE的结晶度、片层取向、长周期和取向因子。分析了聚合物分子结构对HDPE结构和性能的影响,并进行原位剪切实验以... 高密度聚乙烯(HDPE)管道轻便、坚固、耐用,因此广泛应用于替代老化管道。应用同步辐射X射线衍射和散射技术,深入研究两种HDPE的结晶度、片层取向、长周期和取向因子。分析了聚合物分子结构对HDPE结构和性能的影响,并进行原位剪切实验以研究双峰和单峰HDPE样品的剪切诱导结晶。研究表明,所有样品都形成了离散的初级片层和次级片层,且双峰HDPE中的次级片层生长速度高于单峰HDPE。剪切易导致HDPE产生沿着剪切方向的取向,并提高其结晶度。剪切后,双峰HDPE具有比单峰HDPE样品更高的片层取向,且双峰HDPE具有相对较高的结晶度。具有短支链(SCB)的大部分中等高分子量(MMW)分子链易受剪切诱导形成结晶核。 展开更多
关键词 高密度聚乙烯 同步辐射技术 双峰 单峰
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改进的Otsu算法在缺陷检测中的应用 被引量:4
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作者 乔爽 吴金波 《机械与电子》 2016年第7期71-74,共4页
针对传统Otsu算法对灰度直方图中仅存在"单峰"的图像难以分割的问题,提出一种分类加权的Otsu分割算法。该方法通过对Otsu算法的两项类间方差进行分析,对每项类间方差以及整体方差分别引入加权系数,并给出了加权系数的自适应... 针对传统Otsu算法对灰度直方图中仅存在"单峰"的图像难以分割的问题,提出一种分类加权的Otsu分割算法。该方法通过对Otsu算法的两项类间方差进行分析,对每项类间方差以及整体方差分别引入加权系数,并给出了加权系数的自适应选取方式。实验表明,此方法对缺陷灰度值大于平均灰度值,或者缺陷灰度值小于平均灰度值的"单峰"缺陷图像都能实现有效分割。 展开更多
关键词 机器视觉 缺陷分割 单峰 OTSU
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基于EEGNet的脑电情绪分类应用研究
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作者 颜勇君 龙柏睿 +1 位作者 张肖霞 童炼 《长沙大学学报》 2023年第5期26-35,47,共11页
针对特定脑电信号数据集的情绪分类问题,研究紧凑型的卷积神经网络EEGNet在不同脑电数据集上的能力与效果,并通过在不同的脑电数据集上对EEGNet进行训练与调试,实现单模态脑电数据集的情绪分类。首先,介绍紧凑轻量型卷积神经网络EEGNet... 针对特定脑电信号数据集的情绪分类问题,研究紧凑型的卷积神经网络EEGNet在不同脑电数据集上的能力与效果,并通过在不同的脑电数据集上对EEGNet进行训练与调试,实现单模态脑电数据集的情绪分类。首先,介绍紧凑轻量型卷积神经网络EEGNet结构在时空数据集上的强大处理能力,提出在对EEG信号特征进行编码时的有效性假设。其次,介绍两种经典的脑电公开数据集SEED和SEED-IV,设计针对性的预处理方法、基于EEGNet的情绪分类实验并与其他经典分类方法进行了比较分析。最终,经过在SEED和SEED-IV数据集上的多轮测试,分别得到了85.3%和73.3%的分类准确率,验证了EEGNet在基于脑电信号的情绪分类任务中具有较好的健壮性与准确率。 展开更多
关键词 脑电信号 情绪分类 卷积神经网络 EEGNet 单模态
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UNIMODAL ORBITS IN CONTINUOUS FUNCTIONS AND GENERALIZATION OF SARKOVSKII'S THEOREM
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作者 麦结华 《Science China Mathematics》 SCIE 1990年第10期1182-1191,共10页
Replete unimodal function and other conceptions are defined. It is proved that for any continuous function φ, if φ has a unimodal orbit , then φ has all unimodal orbits whose types precede the orbit type of. They a... Replete unimodal function and other conceptions are defined. It is proved that for any continuous function φ, if φ has a unimodal orbit , then φ has all unimodal orbits whose types precede the orbit type of. They are altogether distributed on a compact subset X of I. The restriction φ|X of φ to X is a replete unimodal function. Moreover, an ordered classification φ of the function space C°(I,R) is given. It is a refinement of the famous Sarkovskii’s ordered classification F, and also a generalization of the conclusion obtained by Bhatia and Egerland not long ago. 展开更多
关键词 replete unimodal function INTEGRITY of series of unimodal ORBITS ORDERED classification of C~°(I R).
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小中空容器专用双峰HDPE HD5503GA的结构与性能 被引量:3
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作者 雷军庆 林震宙 +2 位作者 席军 李洪 胡斌 《合成树脂及塑料》 CAS 北大核心 2018年第6期71-74,82,共5页
采用高温凝胶色谱仪、高压毛细流变仪、差示扫描量热仪等分析了国内首个小中空容器专用双峰高密度聚乙烯(HDPE)HD5503GA的结构与性能,并与小中空容器专用进口双峰HDPE及国产单峰HDPE进行了比较。结果表明:HD5503GA具有加工性能好、相对... 采用高温凝胶色谱仪、高压毛细流变仪、差示扫描量热仪等分析了国内首个小中空容器专用双峰高密度聚乙烯(HDPE)HD5503GA的结构与性能,并与小中空容器专用进口双峰HDPE及国产单峰HDPE进行了比较。结果表明:HD5503GA具有加工性能好、相对分子质量分布宽、耐环境应力开裂性好及刚性强的特点,其耐环境应力开裂时间是国产单峰HDPE的16.00倍,是进口双峰HDPE的1.75倍,刚性较国产单峰HDPE高57%以上,与进口双峰HDPE相当;与国产单峰HDPE相比,可降低加工温度10~20℃,且制品表面致密,印刷性好,HD5503GA的加工性与进口双峰HDPE接近,更适宜于高腐蚀性及高极性液体的包装。 展开更多
关键词 高密度聚乙烯 小中空容器 双峰 单峰 结构 性能 应用
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Managing Populations with Unimodal Dynamics
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作者 Richard Levins Tamara Awerbuch Hyung Park 《Applied Mathematics》 2013年第10期85-91,共7页
In this work, we analyzed the impact of interventions on populations which exhibit unimodal dynamics. The six landmarks that characterize the “shape” of the unimodal reproduction curve f ( x ) of the difference equa... In this work, we analyzed the impact of interventions on populations which exhibit unimodal dynamics. The six landmarks that characterize the “shape” of the unimodal reproduction curve f ( x ) of the difference equation, X n+1 = f ( X n )?, are defined and used in order to examine and determine the behavior of dynamics of populations. By using the Li-Yorke criterion for determination of chaos we propose a qualitative intervention rule that can be applied without any explicit population equation. This proposed strategy for intervention brings out many interesting behaviors in population dynamics. A qualitative decision rule can be applied with a straight edge without any population equation and therefore offers a robust strategy for the management of populations. 展开更多
关键词 Qualitative Analysis Difference Equations unimodal DYNAMICS INTERVENTION Strategies Chaos LI-YORKE Criterion PEST Management Species ENRICHMENT Pre-Image Sets
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ABUNDANCE OF UNIMODAL MAPS WITH DENSE CRITICAL ORBIT AND PREFIXED CRITICAL ORBIT
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作者 曹永罗 王兰宇 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2000年第4期389-394,共6页
For the so-called quadratic family, it is proved that, there exists a positive Lebesgue measure set E in the parameter space such that the corresponding map has a dense critical orbit in the support set of the invaria... For the so-called quadratic family, it is proved that, there exists a positive Lebesgue measure set E in the parameter space such that the corresponding map has a dense critical orbit in the support set of the invariant measure for almost all parameters in E; it is also proved that there is a dense set in E such that the critical orbit of the corresponding map enter the reversed fixed point. 展开更多
关键词 unimodal map quadratic family invariant measure
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The local Hlder exponent for the entropy of real unimodal maps In Memory of Lei Tan
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作者 Giulio Tiozzo 《Science China Mathematics》 SCIE CSCD 2018年第12期2299-2310,共12页
We consider the topological entropy h(θ) of real unimodal maps as a function of the kneading parameter θ(equivalently, as a function of the external angle in the Mandelbrot set). We prove that this function is local... We consider the topological entropy h(θ) of real unimodal maps as a function of the kneading parameter θ(equivalently, as a function of the external angle in the Mandelbrot set). We prove that this function is locally Hlder continuous where h(θ) > 0, and more precisely for any θ which does not lie in a plateau the local Hlder exponent equals exactly, up to a factor log 2, the value of the function at that point.This confirms a conjecture of Isola and Politi(1990), and extends a similar result for the dimension of invariant subsets of the circle. 展开更多
关键词 ENTROPY unimodal maps quadratic polynomials Hlder exponent
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Polynomials with Palindromic and Unimodal Coefficients
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作者 Hua SUN Yi WANG Hai Xia ZHANG 《Acta Mathematica Sinica,English Series》 SCIE CSCD 2015年第4期565-575,共11页
Let f(q) = arq^r +…+asqs, with ar ≠ 0 and as ≠ 0, be a real polynomial. It is a palindromic polynomial of darga n if r+s= n and ar+i =as-i for all i. Polynomials of darga n form a linear subspace Pn(q) of R... Let f(q) = arq^r +…+asqs, with ar ≠ 0 and as ≠ 0, be a real polynomial. It is a palindromic polynomial of darga n if r+s= n and ar+i =as-i for all i. Polynomials of darga n form a linear subspace Pn(q) of R(q)n+l of dimension [n/2] + 1. We give transition matrices between two bases {q^j(1 + q +… q^n-2j)}, {q^j(1 + q)^n-2j } and the standard basis {q^j(1 + q^n-2j)} of Pn (q). We present some characterizations and sufficient conditions for palindromic polynomials that can be expressed in terms of these two bases with nonnegative coefficients. We also point out the link between such polynomials and rank-generating functions of posets. 展开更多
关键词 unimodal sequence palindromic sequence linear space POSET
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Changes in the relationship between species richness and belowground biomass among grassland types and along environmental gradients in Xinjiang, Northwest China
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作者 YANG Yuling LI Minfei +9 位作者 MA Jingjing CHENG Junhui LIU Yunhua JIA Hongtao LI Ning WU Hongqi SUN Zongjiu FAN Yanmin SHENG Jiandong JIANG Ping'an 《Journal of Arid Land》 SCIE CSCD 2019年第6期855-865,共11页
The association between biodiversity and belowground biomass(BGB) remains a central debate in ecology.In this study, we compared the variations in species richness(SR) and BGB as well as their interaction in the top(0... The association between biodiversity and belowground biomass(BGB) remains a central debate in ecology.In this study, we compared the variations in species richness(SR) and BGB as well as their interaction in the top(0–20 cm), middle(20–50 cm) and deep(50–100 cm) soil depths among 8 grassland types(lowland meadow, temperate desert, temperate desert steppe, temperate steppe desert, temperate steppe, temperate meadow steppe, mountain meadow and alpine steppe) and along environmental gradients(elevation, energy condition(annual mean temperature(AMT) and potential evapotranspiration(PET)), and mean annual precipitation(MAP)) based on a 2011–2013 survey of 379 sites in Xinjiang, Northwest China.The SR and BGB varied among the grassland types.The alpine steppe had a medium level of SR but the highest BGB in the top soil depth, whereas the lowland meadow had the lowest SR but the highest BGB in the middle and deep soil depths.The SR and BGB in the different soil depths were tightly associated with elevation, MAP and energy condition;however, the particular forms of trends in SR and BGB depended on environmental factors and soil depths.The relationship between SR and BGB was unimodal in the top soil depth, but SR was positively related with BGB in the middle soil depth.Although elevation, MAP, energy condition and SR had significant effects on BGB, the variations in BGB in the top soil depth were mostly determined by elevation, and those in the middle and deep soil depths were mainly affected by energy condition.These findings highlight the importance of environmental factors in the regulations of SR and BGB as well as their interaction in the grasslands in Xinjiang. 展开更多
关键词 species richness belowground biomass unimodal pattern energy condition soil depths mean annual precipitation grasslands in Xinjiang
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Parallel Minimax Searching Algorithm for Extremum of Unimodal Unbounded Function
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作者 Boris S. Verkhovsky 《International Journal of Communications, Network and System Sciences》 2011年第9期549-561,共13页
In this paper we consider a parallel algorithm that detects the maximizer of unimodal function f(x) computable at every point on unbounded interval (0, ∞). The algorithm consists of two modes: scanning and detecting.... In this paper we consider a parallel algorithm that detects the maximizer of unimodal function f(x) computable at every point on unbounded interval (0, ∞). The algorithm consists of two modes: scanning and detecting. Search diagrams are introduced as a way to describe parallel searching algorithms on unbounded intervals. Dynamic programming equations, combined with a series of liner programming problems, describe relations between results for every pair of successive evaluations of function f in parallel. Properties of optimal search strategies are derived from these equations. The worst-case complexity analysis shows that, if the maximizer is located on a priori unknown interval (n-1], then it can be detected after cp(n)=「2log「p/2」+1(n+1)」-1 parallel evaluations of f(x), where p is the number of processors. 展开更多
关键词 Adversarial MINIMAX Analysis DESIGN Parameters Dynamic Programming FUNCTION Evaluation Optimal ALGORITHM PARALLEL ALGORITHM System DESIGN Statistical Experiments Time Complexity Unbounded Search unimodal FUNCTION
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TOPOLOGICAL AND METRICAL CONDITIONS FOR COLLET-ECKMANN UNIMODAL MAPS
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作者 王兰宇 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 2001年第3期350-360,共11页
In this paper we prove that Sands' topological condition for Collet-Eckmann maps implies Tsujii's metrical condition; on the other hand, if a Collet-Eckmann map satisfies Tsujii's metrical condition, then ... In this paper we prove that Sands' topological condition for Collet-Eckmann maps implies Tsujii's metrical condition; on the other hand, if a Collet-Eckmann map satisfies Tsujii's metrical condition, then it satisfies Sands' topological condition. Thus we obtain three different versions of Benedicks-Carleson Theorem by using topological conditions. 展开更多
关键词 unimodal map Collet-Eckmann map Schwarzian derivative Kneading invariant
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3-PERIODIC ORBIT IMPLYING 683172687698650885-PERIODIC ORBITS——INFIMUMS OF NUMBERS OF PERIODIC ORBITS IN CONTINUOUS FUNCTIONS
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作者 麦结华 《Science China Mathematics》 SCIE 1991年第10期1194-1204,共11页
For any continuous function f on the interval I=[0, 1] and any m, n≥1, let N(n, f)denote the number of n-periodic orbits in f. Put N(n, m)=min{N(n, f):f is a continuousfunction on I, and N(m, f)≥1}. The famous Sarko... For any continuous function f on the interval I=[0, 1] and any m, n≥1, let N(n, f)denote the number of n-periodic orbits in f. Put N(n, m)=min{N(n, f):f is a continuousfunction on I, and N(m, f)≥1}. The famous Sarkovskii’s theorem can be stated as follows:If n?m, then N(n,m)≥1. In this paper, we further obtain analytic expressions of the precisevalue of N(n, m) for all positive integers m and n, which are convenient for computing. 展开更多
关键词 continuous function PERIODIC ORBIT Sarkovskii’s THEOREM unimodal orbit.
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Highly linear polyethylenes using the2-(1-(2,4-dibenzhydrylnaphthylimino)ethyl)-6-(1-(arylimino)ethyl)-pyridylcobalt chlorides: synthesis, characterization and ethylene polymerization 被引量:2
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作者 Erlin Yue Yanning Zeng +3 位作者 Wenjuan Zhang Yang Sun Xiao-Ping Cao Wen-Hua Sun 《Science China Chemistry》 SCIE EI CAS CSCD 2016年第10期1291-1300,共10页
The series of 2-(1-(2,4-dibenzhydrylnaphthylimino)ethyl)-6-(1-(arylimino)ethyl)pyridine derivatives and their cobalt chlorides (Col-Co5) were synthesized and fully characterized. The representative complexes... The series of 2-(1-(2,4-dibenzhydrylnaphthylimino)ethyl)-6-(1-(arylimino)ethyl)pyridine derivatives and their cobalt chlorides (Col-Co5) were synthesized and fully characterized. The representative complexes Co2 and Co3 were confirmed by single crystal X-ray diffraction analyses, indicating pseudo-square-pyramidal geometry around the cobalt centre. All cobalt complexes, activated with either methylaluminoxane (MAO) or modified methylaluminoxane (MMAO), exhibited high activities towards ethylene polymerization, and produced polyethylenes with high molecular weight and highly linear feature as well as unimodal distribution. 展开更多
关键词 cobalt complexes ethylene polymerization highly linear polyethylene unimodal distribution
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