A Noise-Tolerant Hybrid Model of A Global and A Local Learning Module

Proposed is GLLL2, a hybrid architecture of a global and a local learning module, which learns default and exceptional knowledge respectively from noisy examples. The global learning module, which is a feedforward neural network, captures global trends gradually, while the local learning module stores local exceptions quickly. The latter module distinguishes noise from exceptions, and learns only exceptions, which makes GLLL2 noise-tolerant. The results of experiments show the process in which training examples are formed into default and exceptional knowledge, and demonstrate that the predictive accuracy, the space efficiency, and the training efficiency of GLLL2 is higher than those of each individual module.

     

A Development of A Computer aided Ferrographic System

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Allocating A Replenishment Order Among A Family of Items

Inventory control models which provide coordinated control (or joint replenishment) of families of items are very useful in practice. An important component of these models is the algorithm for allocating a total reorder quantity among the items in the family. In this paper the allocation algorithm from a new class of coordinated control models is discussed. Inventory position is modelled as a diffusion process, and both continuous review and periodic review situations are considered. This new class of coordinated control models has been shown to outperform existing models (IBM's IMPACT Inventory Control Package).     

新型表面可修饰性有机硅密封材料的制备及应用

制备了一种单组分室温硫化表面可修饰性有机硅密封材料。在通用的酮肟型有机硅密封材料组分中,添加自制的含有氰基、仲胺基的硅烷改性剂,可明显改善油溶性醇酸漆和聚氨酯漆对有机硅密封材料的可涂覆性及储存稳定性。添加甲基丙烯酰丙基三甲氧基硅烷,同时在水溶性丙烯酸乳胶漆中添加适量的硅丙乳胶,可显著改善水性丙烯酸乳胶漆对有机硅密封材料的表面可修饰性。表面可修饰性有机硅密封材料可用作普通有机硅密封胶的底涂。     

D／A转换器的模型化测试策略

本文提出了模型化测量D/A转换器非线性误差的方法,讨论了建模技术和选择优化试验点的方法。利用这些工具,可以从一组充分、必要的测量数据,准确估计出在所有码态时转换器的非线性误差、位误差和重叠误差。     

一句话、一个人和一本书影响了我

Q=你应该从大二就开始了兼职设计工作。当初什么样的机会让你和设计有了实践上的接轨？当时的你最希望从实践中获得的东西是什么？后来到底得到了怎样的收获？A——我初次参与设计兼职工作是在大二时的暑假。一个偶然的机会．有朋友介绍我与其他两位同学与几家展览公司进行一些接触。当时是上海会展行业初步呈现规模、开始发展壮大的时期．有些展示公司由于业务繁忙，需要一些勤奋肯干的兼职学生参与设计，于是就有机会开始了最初的实践。后来也逐渐接触了另几家会展公司,参与了更多的展示设计工作，可以说基本上在大学的设计实践绎聆伞部来自干展示展览设计．     

Oscillating Cup Viscosity Measurements of Aluminum Alloys: A201, A319 and A356

An oscillating cup viscometer was developed to measure the absolute viscosities of molten metals. Previous experiments established the capability of the apparatus to characterize the viscosities of molten nickel-based superalloys. However, modifications to the instrument and its theoretical analysis were required for reliable measurements on molten aluminum alloys, presumably due to their lower densities and lower viscosities. The theoretical literature for the fluid flow inside an oscillating cup is reviewed, and a working equation without any correction factor is developed for the improved viscometer. Some design parameters of the viscometer that directly affect the accuracy of viscosity estimation by using the working equation are discussed. A special vertical furnace was adopted to uniformly heat a longer cylindrical sample (10 mm inner diameter and 120 mm length) with a temperature difference of less than 2°C over the sample length. The measuring procedure was also improved to get more accurate motion parameters. It is estimated that the working equation and improved instrument provide an uncertainty of less than 4%. In addition, applications and experimental data are presented for pure aluminum and three aluminum alloys: A201, A319, and A356.     

天山风景线

“你们那里的时间,比我们这里晚两小时。”这是内地朋友常说的一句放,穿梭于这种时差之间,意识和身体总也在游离。常常产生的不确定使表达和判断无从标准。