改进的求和生成器的密码分析

利用分别征服攻击、Chepyzhov提出的快速相关攻击以及代数攻击等3种算法对改进的求和生成器进行了密码分析,并分别给出了攻击算法的计算复杂度和所需要的密钥流的长度     

Multi-layer self-organizing polynomial neural networks and their development with the use of genetic algorithms

In this paper, we introduce a new architecture of genetic algorithms (GA)-based self-organizing polynomial neural networks (SOPNN) and discuss a comprehensive design methodology. Let us recall that the design of the “conventional” PNNs uses an extended group method of data handling (GMDH) and exploits polynomials (such as linear, quadratic, and modified quadratic functions) as well as considers a fixed number of input nodes (as being selected in advance by a network designer) at polynomial neurons (or nodes) located in each layer. The proposed GA-based SOPNN gives rise to a structurally optimized structure and comes with a substantial level of flexibility in comparison to the one we encounter in conventional PNNs. The design procedure applied in the construction of each layer of a PNN deals with its structural optimization involving the selection of preferred nodes (or PNs) with specific local characteristics (such as the number of input variables, the order of the polynomial, and a collection of the specific subset of input variables) and addresses specific aspects of parametric optimization. An aggregate performance index with a weighting factor is proposed in order to achieve a sound balance between approximation and generalization (predictive) abilities of the network. To evaluate the performance of the GA-based SOPNN, the model is experimented with using chaotic time series data. A comparative analysis reveals that the proposed GA-based SOPNN exhibits higher accuracy and superb predictive capability in comparison to some previous models available in the literature.     

新一代的netfilter网络底层开发结构

Linux的网络安全模块到最新的共有3个版本：ipfwadm，IPCHAINS，netfilter。只要是使用和研究过这三代网络安全模块的用户就能深刘的体会到Linux系统中网络安全的进步和Linux内核版本号的变迁一样迅速。Linux内棱级的网络安全越来越完善、越来越合理、越来越易于更多的人参与进行二次开发。尤其是最后一点最为重要，一个难于扩展的框架在Linux这样一个开放源代码的空间里，无疑是暴殄天物。在原有的IPCHAINS框架中也有诸多的不合理和不明智的设计。本文将详细的描述IPCHAINS的不足与缺陷，详尽的介绍netfilter的整体框架。     

几种隐私数据挖掘算法研究进展

隐私数据挖掘是数据挖掘的一个重要研究方向,它旨在研究在数据挖掘过程中如何保护私有的和敏感的数据不被泄露。文章阐述几种常用的隐私数据挖掘算法,分析它们的技术特点,文末对几种隐私数据挖掘技术进行总结与展望。     

用于计算离散分数阶傅立叶变换的MA-CDFRFT算法改进

基于中心类型DFT矩阵特征分解的MA-CDFRFT(Multiangle Centered Discrete Fractional Fourier Transform)算法在计算一组离散分数阶傅立叶变换DFRFT(Discrete Fractional Fourier Transform)时充分利用FFT运算来减小运算量。结合偶数点离散傅立叶变换DFT(Discrete Fourier Transform)运算的对称性原理，通过数学推导将MA-CDFRFT算法中的一维对称性扩展到频率和变换阶数的二维平面上。利用这个二维对称性原理，改进算法将原算法的主要计算量减小了一半左右。仿真测试结果证明了改进算法的正确性。     

快消品移动电子商务商业模式的构建研究——基于Osterwalder参考模型视角

快消品将成为电子商务的下一个盈利点,移动电子商务市场即将步入爆发式增长阶段,因此快消品移动电子商务市场前景广阔。在对商业模式概念和构建要素进行文献分析的基础上,基于Osterwalder参考模型,结合近年来比较成功的商业模式经验,从价值主张、目标消费群、分销渠道、客户关系、资源配置、核心竞争力、合作伙伴网络、成本结构以及盈利模式等九个方面,对快消品移动电子商务的商业模式进行构建。     

ZARA与诺奇SPA模式应用比较研究

近年来,越来越多的中国服装企业不再满足于为国外企业代工,而是寻求创建自有品牌,SPA成为服装企业创建自有品牌的一个可行方式。文章以成功应用SPA模式的ZARA和诺奇为例,对它们在SPA应用中的相似和不同之处进行分析,并为国内服装企业创建自有品牌提出启示。     

田径快速力量性项目竞技表现特征的比较研究

田径快速力量性项目在我国奥运战略中有着极其重要的地位.运用文献资料、数理统计和归纳法,对其竞技表现特征进行分析.结果显示:田径快速力量性项目世界优秀运动员的平均年龄为25～30岁;投掷项目世界冠军和世界前8名运动员成绩的波动比远度跳跃项目大,高度项目中撑竿跳高成绩的波动明显大于跳高;各项目运动员的发挥率普遍在98%以上;链球、铁饼、三级跳远的整体成功率高于标枪、铅球、跳远项目;远度跳跃项目有效成绩的稳定性相对较高,而投掷项目有效成绩的稳定性相对较低;远度项目竞技表现稳定性的高低顺序分别为三级跳远＞跳远＞铅球＞铁饼＞链球＞标枪;铁饼、链球和标枪属于低稳定性项目,跳远和铅球属于中度稳定性项目,三级跳远属于高稳定性项目.     

海量数据的MapReduce相似度检测

针对当前海量数据的相似重复问题,提出了MapReduce下通过SimHash算法检测相似文档的方法:即首先将存储在分布式文件系统的海量文档集进行分类,然后进行特征提取,由SimHash算法生成SimHash指纹和生成Sequence File;最后,计算相似度产生检测结果;通过实验测试可知,提出的检测方法和设计的相似度算法能很好适应海量数据相似检测,并能有效地提高工作效率。     

Tackling the storage problem through genetic algorithms

The capability automated warehouse in of a company to implement an an optimized way might be nowadays a crucial leverage in order to gain competitive advantage to satisfy the demand. The order picking is a warehouse function that needs to deal with the retrieval of articles from their storage locations. Merging several single customer orders into one, a picking order can increase efficiency of warehouse operations. The aim of this paper is to define throughout the use of ad-hoc genetic algorithm （GA） how better a warehouse can be set up. The paper deals with order batching, which has a major effect on efficiency of warehouse operations to avoid wastes of resources in terms of processes and to control possibility of unexpected costs in advance.