Advanced fractal approach for unsupervised classification of SAR images

Unsupervised classification of Synthetic Aperture Radar (SAR) images is the alternative approach when no or minimum apriori information about the image is available. Therefore, an attempt has been made to develop an unsupervised classification scheme for SAR images based on textural information in present paper. For extraction of textural features two properties are used viz. fractal dimension D and Moran’s I. Using these indices an algorithm is proposed for contextual classification of SAR images. The novelty of the algorithm is that it implements the textural information available in SAR image with the help of two texture measures viz. D and I. For estimation of D, the Two Dimensional Variation Method (2DVM) has been revised and implemented whose performance is compared with another method, i.e., Triangular Prism Surface Area Method (TPSAM). It is also necessary to check the classification accuracy for various window sizes and optimize the window size for best classification. This exercise has been carried out to know the effect of window size on classification accuracy. The algorithm is applied on four SAR images of Hardwar region, India and classification accuracy has been computed. A comparison of the proposed algorithm using both fractal dimension estimation methods with the K-Means algorithm is discussed. The maximum overall classification accuracy with K-Means comes to be 53.26% whereas overall classification accuracy with proposed algorithm is 66.16% for TPSAM and 61.26% for 2DVM.     

Enhancing buckling capacity of a rectangular plate under uniaxial compression by utilizing an auxetic material

Auxetic materials have previously been shown to enhance various performances due to its unusual property of becoming fatter when uniaxially stretched and thinner when uniaxially com-pressed (i.e., the materials exhibit a negative Poisson’s ratio). The current study focuses on assessing the potential of an auxetic material to enhance the buckling capacity of a rectangular plate under uniaxial compression. The in-plane translational restraint along the unloaded edges that was often neglected in open literature is taken into consideration in our buckling model proposed in this study. The closed-form expressions for the critical buckling coefficient of the rectangle are provided and the predicted results agree well with those determined by the finite element method. Further-more, the results indicate that the buckling performance of a rectangular plate under uniaxial com-pression can be significantly improved by replacing the traditional material that has a positive Poisson’s ratio with an auxetic material when there is in-plane translation restraint along the unloaded edges.     

用神经网络法编程加工轮毂上特殊曲面的探讨

根据轮毂上曲面的特殊性,提出了采用神经网络方法进行编程,实现数控加工,以取代传统的加工方法的设想。     

从伊拉克战争的视角看国际法

伊拉克战争，让人们对国际法存在的意义发生了疑问，对国际法的作用表示出极大的怀疑。笔者从伊拉克战争这一事件本身出发，用国际法基本理论，对这一事件的非法性以及伊拉克战争给国际法的冲击作了分析与探讨。笔者认为，伊拉克战争固然给国际法带来了一定的影响，但伊拉克战争以及战后的相关问题的解决，离不开国际法。国际法依然有着无法取代的作用。     

NH－93型有机氟涂料的研究

采用国产含氟乳液为基料，研究了辅料的种类和用量，涂料的组成及工艺参数对涂膜性能的影响，提出了能获得良好涂膜的ＮＨ－９３型氟涂料的配方和成膜条件。     

粉末渗铌探讨

本文通过团体粉末渗铌试验，分析了渗剂成分、渗入时间与温度对不同材料渗层的影响，研究与探讨了渗层的组织和性能。对４５钢、Ｔ１０钢、９ＣｒＳｉ钢和ＧＣｒ１５钢等材料采用铌铁粉末进行的渗铌处理，均可形成一定厚度的铌渗层，且表层硬度提高很多，摩擦力矩数值反映渗铌后摩擦系数减少。     

A Thermodynamic Approach to the Magnetospheric Complexity: The Role of Fluctuations

Recent studies evidenced that the magnetotail dynamics looks like the one of an avalanching system. This fact has been related with a near criticality dynamics and modelled by singular diffusion and transport equations. Here, we discuss some features of the Earth’s magnetotail dynamics using a thermodynamic approach. In detail we discuss the role played by fluctuations in singular diffusion and relaxation processes from a non-equilibrium thermodynamics point of view. Moreover, the emergence of non-Gaussian statistics is discussed in the framework of the thermodynamics of composite systems.     

略议规制传销的必要性--借鉴德国新《反不正当竞争法》

上世纪90年代以来，“传销”的蔓延造成了日益严重的社会问题。它源于行政法理论界探讨所得的“谨慎尝试”观对许可“传销”的倡言，但对这些法律研究的反思未曾开展。补作这项工作需要以系统法律理论分析“传销”及其相关问题。对德国新的《反不正当竞争法》第16条的系统分析显示，以普通法规制“传销”比以行政法有根本性优点。笔者进言采纳德国新的规制模式，以竞争法摧毁“传销”这种社会“顽疾”。     

用凝固模拟方法预测铝合金铸件缩松的形成

用有限元法和六节点等参数单元对铝合金金属型铸造过程进行了温度场的数值模拟，对铸件不同典型部位进行了金相分析，结果表明，参数Ｇ／可有效地预测铝合金缩松形成倾向的大小，计算值与实测值基本一致。     

Direct integration methods in dynamic problems of structural mechanics

A method of direct integration with respect to time is proposed to solve dynamic problems of structural mechanics and comparison with the well-known methods is presented.