Genetic algorithm and self organizing map based fuzzy hybrid intelligent method for color image segmentation

The grouping of pixels based on some similarity criteria is called image segmentation. In this paper the problem of color image segmentation is considered as a clustering problem and a fixed length genetic algorithm (GA) is used to handle it. The effectiveness of GA depends on the objective function (fitness function) and the initialization of the population. A new objective function is proposed to evaluate the quality of the segmentation and the fitness of a chromosome. In fixed length genetic algorithm the chromosomes have same length, which is normally set by the user. Here, a self organizing map (SOM) is used to determine the number of segments in order to set the length of a chromosome automatically. An opposition based strategy is adopted for the initialization of the population in order to diversify the search process. In some cases the proposed method makes the small regions of an image as separate segments, which leads to noisy segmentation. A simple ad hoc mechanism is devised to refine the noisy segmentation. The qualitative and quantitative results show that the proposed method performs better than the state-of-the-art methods.     

Myopathy-Sensitive G-Actin Segment 227-235 Is Involved in Salt-Induced Stabilization of Contacts within the Actin Filament

Formation of stable actin filaments, critically important for actin functions, is determined by the ionic strength of the solution. However, not much is known about the elements of the actin fold involved in ionic-strength-dependent filament stabilization. In this work, F-actin was destabilized by Cu²⁺ binding to Cys374, and the effects of solvent conditions on the dynamic properties of F-actin were correlated with the involvement of Segment 227-235 in filament stabilization. The results of our work show that the presence of Mg²⁺ at the high-affinity cation binding site of Cu-modified actin polymerized with MgCl₂ strongly enhances the rate of filament subunit exchange and promotes the filament instability. In the presence of 0.1 M KCl, the filament subunit exchange was 2–3-fold lower than that in the MgCl₂-polymerized F-actin. This effect correlates with the reduced accessibility of the D-loop and Segment 227-235 on opposite filament strands, consistent with an ionic-strength-dependent conformational change that modulates involvement of Segment 227-235 in stabilization of the intermonomer interface. KCl may restrict the mobility of the α-helix encompassing part of Segment 227-235 and/or be bound to Asp236 at the boundary of Segment 227-235. These results provide experimental evidence for the involvement of Segment 227-235 in salt-induced stabilization of contacts within the actin filament and suggest that they can be weakened by mutations characteristic of actin-associated myopathies.     

基于机器视觉的转辙机缺口检测方法研究

针对现有转辙机缺口检测方法所存在的问题,本文介绍了一种基于机器视觉技术的转辙机缺口检测基本方法及其原理和步骤。文章详细论述了LSD算法的工作原理,同时本文作者对该算法做出了改进。最后将改进的LSD算法应用在转辙机缺口检测当中,结果表明该检测算法具有良好的稳定性和快速性,并且能够很好的解决转辙机缺口检测的问题。     

传染性法氏囊病病毒疫苗B87株基因组B节段的克隆和序列分析

目的获得传染性法氏囊病病毒(IBDV)疫苗B87株B节段全长cDNA,并对其序列进行分析,为进一步在分子水平上研究病毒基因组的功能、抗原变异和毒力变异奠定基础。方法使用蛋白酶K和酚/氯仿抽提法提取病毒基因组RNA,用LiCl分级沉淀方法纯化病毒基因组dsRNA,通过RT-PCR一步扩增获得B节段的全长cDNA。将其克隆到pGEM-T载体上,然后测序,并用DNAStar软件进行序列分析。结果测序结果表明,克隆的B87株基因组B节段全长为2827bp,与超强毒参考株UK661和HK46的同源性分别为89.8%和89.3%,与强毒参考株Harbin-1和ZJ2000的同源性分别为90.2%和89.5%;与变异毒株GLS的同源性为97.8%;与弱毒参考株CEF94和Gt株的同源性均为99.8%,与P2株的同源性达100%。结论通过对9株IBDV编码氨基酸序列进行分析、比较,推测B节段上10个独特的氨基酸位点可能与毒力相关。     

苯乙烯/丙烯酸丁酯微乳液共聚物链段分布的研究

以苯乙烯/丙烯酸丁酯(St/BA)为共聚单体,进行了微乳液聚合反应,测定了共聚物组成和共聚单体的竞聚率。由竞聚率计算了共聚物分子的链段分布,分析了共聚物分子的微观结构。     

Phase inversion and its effect on the properties of polyester polyurethane cationomers

Polyester polyurethane cationomers are prepared using polyester polyol of molecular weight 2000 as soft segments, N-methyl diethanolamine as chain extender, glycolic acid as quaternization agent, methyl ethyl ketone as solvent, and 4,4'-diphenylenemethylene diisocyanate (MDI) as diisocyanate. Properties of the films cast from solutions and emulsions are studied by infrared spectroscopy, dynamic mechanical analysis, thermogravimetric analysis, differential scanning calorimetry, and tensile-elongation testing. Ionization can cause phase separation and produces increased cohesion in the hard domains. The dispersion process can be divided into three stages involving a separation of hard segment aggregates due to adsorption of water on their surface, water entering into hard segment microionic lattics, and finally a rearrangement of agglomerates to form microspheres. The dispersion can disrupt the order in the hard domains and an increased phase separation.     

汾河沉积物中重金属污染及生态风险评价

研究针对汾河太原段的沉积物进行采样,对重金属进行分析。测定结果表明：汾河太原段沉积物中重金属的含量很高,4种重金属之间、12个采样点之间含量差别较大;含量反映了工业排放是造成汾河太原段重金属含量高的主要原因。重金属污染状况评价表明：所研究的4种重金属都处于中等以上污染水平,污染程度排行为：Pb〉Cr〉Cu〉Ni;对采样点进行综合污染状况评价表明,所有采样点均处于一个较高或很高的污染水平,污染最严重的是胜利桥和涧河。潜在生态风险评价表明：Cu处于较高的潜在生态风险,Pb、Cr和Ni处于中、低的潜在风险;采样点的潜在风险评价表明：胜利桥、涧河和南沙河的综合潜在生态风险处于较高水平。     

攀钢镀锌机组开卷、卷取机中心轴等关键件的加工与部件装配

对攀钢镀锌机组的开卷机、卷取机中卷取心轴、扇形板的加工以及卷取轴的组装、扇形板外圆的车削所遇到的难点进行了分析，对如何提高加工质量及生产效率进行了较详细的叙述。     

An approach for temporal analysis of email data based on segmentation

Many kinds of information are hidden in email data, such as the information being exchanged, the time of exchange, and the user IDs participating in the exchange. Analyzing the email data can reveal valuable information about the social networks of a single user or multiple users, the topics being discussed, and so on. In this paper, we describe a novel approach for temporally analyzing the communication patterns embedded in email data based on time series segmentation. The approach computes egocentric communication patterns of a single user, as well as sociocentric communication patterns involving multiple users. Time series segmentation is used to uncover patterns that may span multiple time points and to study how these patterns change over time. To find egocentric patterns, the email communication of a user is represented as an item-set time series. An optimal segmentation of the item-set time series is constructed, from which patterns are extracted. To find sociocentric patterns, the email data is represented as an item-setgroup time series. Patterns involving multiple users are then extracted from an optimal segmentation of the item-setgroup time series. The proposed approach is applied to the Enron email data set, which produced very promising results.     

一种基于MapReduce的防火墙策略冲突并行化检测及消解模型

防火墙在网络安全中起到很重要的作用,其中防火墙策略中的规则决定了网络数据包被“允许”或被“拒绝”进出网络。对于大型网络来说,由于规则太多,管理者很难保证其中不出现冲突,因此策略中规则冲突的检测及解决成为了保证网络安全的重要方面。提出了一种基于MapReduce模型的防火墙策略冲突检测解决算法,它对由基于规则的分段技术得到的片段进行自定义的排序,之后将其转化为规则的形式来代替原来的规则进行数据包的过滤。片段间两两不相交且匹配的包只执行一种动作,从而消除了冲突。