一种基于修正信息增益的ID3算法

ID3算法是决策树中影响最大的算法之一,它以信息增益为标准选择决策树的测试属性。这种算法存在不足之处,在选择合适的测试属性时,倾向于选择取值较多的属性,而在实际应用中,取值较多的属性未必是重要的。针对此算法的不足,本文提出了一种对增益修正的 ID3算法,为改善 ID3的多值偏向问题提供了一种有效途径。通过理论分析和实验证明,这种算法能较好地解决多值倾向的问题。     

Analogy and duality of texture analysis by harmonics or indicators

According to the classic harmonic approach, an orientation density function (odf)f is expanded into its corresponding Fourier orthogonal series with respect to generalized spherical harmonics, and a pole density function (pdf) into its corresponding Fourier orthogonal series with respect to spherical harmonics. While pdfs are even (antipodally symmetric) functions, odfs are generally not. Therefore, the part of the odf which cannot be determined from normal diffraction pdfs can be mathematically represented as the odd portion of its series expansion. If the odff is given, the even part can be mathematically represented explicitly in terms off itself. Thus, it is possible to render maps ofharmonic orientation ghosts, and to evaluatevariants of mathematical standard odfs resulting in identical pdfs independent of pdf data. However, if only normal diffraction pdfs are known, the data-dependentvariation width of feasible odfs remained unaccessible, and within the harmonic approach a measure of confidence in a solution of the pdf-to-odf inversion problem does not exist.According to any discrete approach, an odff defined on some setG of orientations is expanded into its corresponding Fourier orthogonal series with respect to indicator functions of the elements of a partition ofG, and a pdf defined on the upper (lower) unit hemisphereS ₊ ^{3 3} into its corresponding Fourier orthogonal series with respect to indicator functions of the elements of a partition ofS ₊ ³ . The ambiguity of the pdf-to-odf inversion problem is discussed in terms of column-rank deficiency of the augmented projection matrix. The implication of the harmonic approach to split an odf into auniquely determined and anundetermined part does no longer seem to be reasonable. However, it is possible to numerically determine data-dependent confidence intervals for the Fourier coefficients with respect to the indicator functions which can be immediately interpreted as mean orientation densities within the elements of the partition ofG. Doing so for all Fourier coefficients in the finite series expansion, i.e. for all elements of the partition of the setG, eventually results in the data-dependent variation width of odfs feasible with respect to given pdf data, and to the partitions ofG andS ₊ ³ .Thus it is confirmed that the appearance of orientation ghosts, in particular correlations oftrue andghost orientation components, depends on the representation of an odf. It may be questioned whether in practical applications the implicit assumption of the harmonic method that the even part can be determined uniquely and free of error is generally a reasonable initial condition to develop ghost correction procedures.     

用于全向无线电能传输的两种磁矢量控制方式对比分析

为实现全向无线电能传输,基于二维正交磁耦合机构提出了磁矢量旋转和磁矢量定向的控制方式。首先,采用基波等效分析法(fundamental harmonic approximation, FHA)设计使电压增益可调的LCC/S谐振补偿网络。其次,依据两种控制方式的机理给出激励电流的控制方法,从理论上对比二者传输效率差异同位置的关系。在上述基础上,由Ansys/Maxwell仿真得到两种控制方式的磁场时空特点,并基于空间互感分布的Matlab/Simulink仿真模型验证了两种控制方式的可行性。最后,搭建一台实验样机对理论分析进行验证,测得样机的传输效率的空间分布。仿真和实验结果表明：所提控制方式均可应用于正交磁耦合机构实现全向无线电能传输,磁矢量定向效率优于磁矢量旋转,平均效率提升了33.18%。     

A novel radial orientation treatment of nematic liquid crystals using magnetic field lines with permanent magnet and applying the assisted electric field

Recently, there has been considerable research on optical devices, such as liquid crystal (LC) lenses and special optical plates, using LCs. In such devices, relatively small LC cells are frequently used, or unique LC orientations are required. As an LC orientation process, we focused on the LC director's orientation induced by the magnetic force line distribution of a small neodymium magnet. We propose a simple method for obtaining radial orientation, which is rather difficult to obtain using the ordinary rubbing method. The initial orientation in the LC cell is a vertical orientation cell with almost zero azimuth anchoring. With the proposed method, the reorientation process is performed with an assisting electric field and a small permanent magnet, unlike the conventional magnetic field orientation process that requires a large electromagnet. Furthermore, a polymer stabilization treatment is used to fix the obtained radial orientation pattern in the LC cell. After the treatment, the applying voltage can control the tilt angle of the director in weak polymer treatment, and a completely fixed orientation pattern can be obtained that in strong.     

Effects of fiber orientation angles of fiber-reinforced plastic on sand solid particle erosion behaviors

Solid particle erosion in industrial applications has been a serious problem in many engineering fields. Earlier studies on fiber-reinforced plastic (FRP) composites were mainly focusing on the erosive wear behavior at several different impact angles. However, the effect of fiber orientation on FRP composites has not been thoroughly investigated. Since fiber orientation is one of the important factors in which causing erosive wear damages to FRP composites, in order to understand the virtue of this problem, it is important to investigate the effect of fiber orientation at different impact angles. In this research, the effect of fiber orientation of unidirectional fiber-reinforced plastic composites on erosive wear behavior was studied. Sandblasting-type erosion tests were conducted on the FRP composites with fiber orientation ranging at three impact angles to clarify the relation between fiber orientation and erosive wear behavior. The Dyneema fiber (ductile material) and the carbon fiber (brittle material) were used for the reinforcement fiber in FRP. From the result, it is confirmed that CFRP composites with higher fiber orientation angle erode faster than the composites with lower fiber orientation angle. But the erosion characteristic of DFRP was almost the same regardless of the fiber orientation angle. The damaged surfaces of the FRP composites were then analyzed using scanning electron microscopy and the possible erosion wear mechanisms were investigated.     

AZ31镁合金室温拉伸微观变形机制EBSD原位跟踪研究

利用电子背散射衍射(EBSD)技术,原位跟踪AZ31镁合金轧制板材室温下沿轧向拉伸时的晶粒取向变化。对变形过程的滑移系和孪晶启动机进行分析。结果表明:变形过程主要由〈a〉基面和柱面滑移系开动而实现,晶粒取向无明显变化,大量〈a〉位错滑移的产生,使得变形后小角度晶界增加明显。晶粒中拉伸孪晶是试样在拉伸变形过程中产生的,而非在试样拉伸后的卸载过程中产生。     

短时氧化对定向凝固高温合金不同取向腐蚀性能的影响

为了研究定向凝固高温合金不同取向氧化前后的常温腐蚀性能,选择镍基高温合金DZ125和钴基高温合金DZ40M在1050℃下进行不同时间的短时氧化,研究合金不同取向的氧化行为;对氧化前后合金在3.5%NaCl溶液中进行电化学实验,研究氧化对定向凝固高温合金不同取向常温腐蚀性能的影响。结果表明:定向凝固高温合金晶界或亚晶界附近容易发生局部腐蚀,纵截面晶界和亚晶界面积分数小,因此耐蚀性优于横截面;与合金横截面相比,纵截面晶界结构不利于扩散,故其氧化速率小于横截面;短时氧化后在合金表面生成分层结构的氧化物,对合金起到保护作用,一定程度上提高耐蚀性。     

TiAl合金片层取向控制研究进展

TiAl合金因具有低密度、良好的高温强度以及抗氧化性,成为在航空航天及汽车行业具有重要应用价值的新型高温结构材料。对于全片层TiAl合金,通过控制α相沿非择优取向生长,获得平行于生长方向的片层组织,可显著提高其综合力学性能。TiAl合金的片层组织控制方法主要包括改变凝固路径法和籽晶法。综述了TiAl合金片层取向控制的现状及存在的主要问题,指出自引晶法和β相籽晶法是片层取向控制的新方法,将促进TiAl合金片层组织控制的工程化应用。最后,对TiAl合金片层取向控制的发展前景进行了展望。     

跨界融合视野下的空间认知与视觉意象

目的解析空间认知对视觉意象的影响。方法通过实体论、关系论、属性论的特征与视觉意象的映射关系来阐述空间认知与艺术设计的关联。结论实体论强调了物体本身的空间虚实变化。关系论强调了物与物之间的空间关系协调,形成更加丰富的内涵。属性论强调了物与人共同影响下的空间个性表现,带来个性化的体验。分析空间的虚实、关系及个性对于视觉意象的影响,可以为设计艺术创作提供参考。     

Nucleation Crystallography of Ni Grains on CrFeNb Inoculants Investigated by Edge‐to‐Edge Matching Model in an IN718 Superalloy

In this work, the nucleation crystallography of CrFeNb intermetallic particles as a grain refiner for Ni‐based IN718 superalloys is studied using Edge‐to‐Edge Matching model. Three distinguishable orientation relationships between CrFeNb intermetallic particles and Ni grains are well predicted: , (111)_Ni 1.28° from (0004)_CrFeNb, , (111)_Ni 1.32° from _CrFeNb, and _Ni//[0001]_CrFeNb, (111)_Ni 0.72° from _CrFeNb. The results indicate that CrFeNb intermetallic particles have a strong nucleation potency as an effective grain refiner for Ni‐based superalloy and the existence of semi‐coherent interfaces between the CrFeNb intermetallic particles and Ni grains. Furthermore, the IN718 superalloy is used to experimentally validate the grain refinement effect of CrFeNb intermetallic particles, showing that its grain size is obviously refined from 8.60 to 1.23 mm. And, the corresponding heterogeneous nucleation mechanism of grain refinement at the atomic level is further identified.