选择性集成算法分类与比较

选择性集成是当前机器学习领域的研究热点之一。由于选择性集成属于NP"难"问题,人们多利用启发式方法将选择性集成转化为其他问题来求得近似最优解,因为各种算法的出发点和描述角度各不相同,现有的大量选择性集成算法显得繁杂而没有规律。为便于研究人员迅速了解和应用本领域的最新进展,本文根据选择过程中核心策略的特征将选择性集成算法分为四类,即迭代优化法、排名法、分簇法、模式挖掘法;然后利用UCI数据库的20个常用数据集,从预测性能、选择时间、结果集成分类器大小三个方面对这些典型算法进行了实验比较;最后总结了各类方法的优缺点,并展望了选择性集成的未来研究重点。     

粉末冶金TiAl合金排气门的研制

利用元素粉末冶金方法制备了TiAl合金排气阀。为提高排气门杆部的致密度、均匀度 ,设计了特有的径向热压工艺 ,并从理论上分析了与该工艺相关的压坯密度、致密化和应力变化规律。制备出高径比为 10 .7,密度为 3.79g/cm3 的粉末冶金TiAl合金汽车发动机排气门     

Site occupations and ordering behaviour of O phase in Ti2AlNb—based intermetallics

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两种Ni-Cr-Co基高温合金的凝固偏析及其对Rayleigh数的影响

利用SEM和EDAX研究了2种Ni-Cr-Co基高温合金GH742和GH738凝固过程中组织、液相成分变化,用图像分析软件测定了各温度下的液相分数,并计算了2种合金凝固过程中液相密度差和相对Rayleigh数变化。结果表明,GH742凝固过程中主要是Cr、Co和Nb的偏析,GH738合金凝固过程中主要是Cr、Co和Ti的偏析;GH742和GH738合金凝固过程中都存在着液相密度反转,后者密度差的绝对值较大;GH738合金相对Rayleigh数绝对值的最大值是GH742的3.5倍,凝固时更易形成黑斑。     

MICROSTRUCTURE AND MECHANICAL BEHAVIOUR OF Al-Li-Zr AND Al-Li-Cu-Mg-Zr ALLOYS

The aging response,tensile and impact properties of two kinds of Al-Li based alloys havebeen studied.The microstructure,deformation as well as fracture behaviour in the alloys wereobserved with SEM and TEM.It was found that the mechanisms of deformation and fracturefor different heat-treated alloys with the same chemical composition are quite different.Thecauses leading to the drop of ductility,toughness as well as anisotropy in peak-aged alloyshave been analysed.Finally,possible methods to improve the ductility and toughness of the al-loys have been discussed.     

银基电接触材料改性及制备工艺

概述了银基电接触材料的发展,介绍了Ag-Ni、Ag-C、Ag-WC和Ag-MO4个主要系列的银基电接触材料的特点及其改性方法,比较了不同银基电接触材料改性前后的优缺点。同时,叙述了粉末冶金法、合金内氧化法及预氧化合粉末法等银基电接触材料的制备工艺。最后指出,提高银基电接触材料的性能、发展新型的节银触头材料和复合触头材料是今后银基电接触材料的发展方向。     

MGH956合金TLP连接机理及接头组织分析

MGH956合金是采用机械合金化方法制造的氧化物弥散强化高温合金，具有高温力学性能好、高温抗氧化和抗腐蚀性能好的综合优势。自行研制了中间层合金KCol进行MGH956合金过渡液相(TLP)扩散连接试验，分析了接头组织、成分和连接工艺的关系，确定了MGH956合金TLP扩散连接机理。同时，对MGH956合金焊接接头中产生的夹渣缺陷进行了深入的分析。结果表明：在连接温度1240℃、保温8h条件下，可以获得焊接缺陷少、完整连续的焊接接头。     

101强化粉在水基涂料中的应用研究

叙述101强化粉在涂料中的应用,测定涂料的性能,研究101水基涂料对砂芯的渗透性,防止铁液浸渗的作用.生产结果令人满意.     

Capturing Expert Knowledge for Supporting Design and Manufacturing of Injection Molds

Knowledge based approach is effective for renovating design and manufacturing processes. The objective of this paper is to investigate roles and usages of expert engineering knowledge in high-quality manufacturing, and to study a practical knowledge capturing method for realizing engineering support tools. An engineer oriented interface for a capturing method is proposed, and a flexible representation framework is studied for various types of expert knowledge. An integrated knowledge-based system has been developed for mold design support. The results have been evaluated by design and manufacturing of molds for cellular phones, and have shown substantial reduction of lead time for mold production.