属性约简的两阶段遗传算法

属性约简是数据挖掘的一个重要研究内容. 为了解决具有多种属性类型的决策表约简问题,在粗集和二元关系聚合理论的基础上,利用属性重要性作为评价标准,提出了一种两阶段遗传约简算法. 算法的第一阶段是为了找出尽可能多的约简,第二阶段力求寻找最小约简. 根据算法每个阶段的目标设计了编码方案、种群规模、适应度函数、终止条件、选择、变异和修正操作. 实验表明,与标准遗传算法相比,两阶段算法在计算最小约简时更为准确和稳定.     

Revisiting Targeted Factors

This paper proposes new methods for ‘targeting’ factors estimated from a big dataset. We suggest that forecasts of economic variables can be improved by tuning factor estimates: (i) so that they are both more relevant for a specific target variable; and (ii) so that variables with considerable idiosyncratic noise are down‐weighted prior to factor estimation. Existing targeted factor methodologies are limited to estimating the factors with only one of these two objectives in mind. We therefore combine these ideas by providing new weighted principal components analysis (PCA) procedures and a targeted generalized PCA (TGPCA) procedure. These methods offer a flexible combination of both types of targeting that is new to the literature. We illustrate this empirically by forecasting a range of US macroeconomic variables, finding that our combined approach yields important improvements over competing methods, consistently surviving elimination in the model confidence set procedure. Copyright © 2016 John Wiley & Sons, Ltd.     

上海市宝山工业区环境空气中甲苯与苯酚的测量

运用差分光谱吸收(DOAS)技术,于2010年11月至2011年3月对上海市宝山工业区大气中的苯系物进行了连续的观测.观测结果发现,当地环境空气中甲苯和苯酚的浓度较高,均值分别为(67.2±7.1)μg/m3和(1.8±0.3)μg/m3,二者的相关系数为0.69,说明其具有相近的源;现发现苯酚的浓度显著偏高于交通源观测结果,表明其源更为复杂.对苯系物浓度数据的统计分析显示:极大值多出现在晚间(18:00~24:00)并具有较强的瞬时特征,与工业点源排放有关.甲苯和苯酚均呈现"双峰态"的日变化规律,峰值出现在8:00及20:00左右,且工作日浓度高于周末.结合与硫氧化物及氮氧化物的相关性分析发现:当地的苯系物浓度与工业排放、机动车尾气贡献、污染物扩散条件以及光化学反应过程有不同程度的相关性.     

Comparison of reduction disintegration characteristics of TiO2-rich burdens prepared with sintering process and composite agglomeration process

To reveal the impact of the composite agglomeration process (CAP) on the reduction disintegration properties of TiO2-rich iron-making burden for a blast furnace, the reduction disintegration indices (RDIs), mineral constituents, and microstructure of the products pre-pared by the CAP and the traditional sintering process (TSP) were investigated. The results showed that, compared to the sinter with a ba-sicity of 2.0 prepared by the TSP, the RDI+6.3 and the RDI+3.15 of the CAP product with the same basicity increased by 28.2wt%and 13.7wt%, respectively, whereas the RDI?0.5 decreased by 2.7wt%. The analysis of the mineral constituents and microstructure of the products indicated that the decreasing titanohematite content decreased the volume expansion during reduction. Meanwhile, the decreasing perovskite content decreased its detrimental effect on the reduction disintegration properties. In addition, the higher silicoferrite of calcium and aluminum (SFCA) content improved the strength of the CAP product. Together, these factors result in an improvement of the RDI of the CAP products. In addition, compared to the sinter, the reduced CAP products clearly contained fewer cracks, which also led to mitigation of reduction disintegration.     

基于磷酸盐还原过程的食品发酵废水厌氧除磷工艺研究

采用具有磷酸盐还原功能的菌株,对模拟的食品发酵废水进行厌氧除磷工艺研究。通过向厌氧反应器投加前期筛选得到的磷酸盐还原菌进行污泥驯化、正交试验和单因素实验,确定食品发酵废水厌氧除磷工艺的最佳工艺条件。研究结果表明:经过12个周期的驯化,使投加菌株的污泥具有良好的生化和除磷性能,反应器出水CODCr和总磷质量浓度分别为319.60mg/L和13.58mg/L,相应去除率分别为69.43%和20.95%。厌氧除磷工艺最佳工艺条件为培养温度30℃、pH值为7、氮源为蛋白胨+NH₄Cl+NaNO₃,总磷质量浓度为17.5mg/L,总磷去除率可达37.96%,产生的PH₃的磷含量占总磷去除量的24.61%。     

光致变色分子和AIE单元共掺杂纳米胶束:光控、可逆荧光调变

利用嵌段共聚物聚苯乙烯-b-聚丙烯酸(PS-b-PAA)封装二噻吩乙烯光致变色分子(BTO)和染料分子(ED)制备了纳米胶束BTO@Nm、ED@Nm和BTO-ED@Nm,胶束尺寸分布窄(63~201 nm),在水溶液中具有高度的稳定性和分散性.封装作用诱导ED产生明显的聚集诱导荧光增强效应(AIE),可使ED@Nm和BTO-ED@Nm在500~700 nm范围呈现出明显的荧光.与单体BTO类似,纳米胶束BTO@Nm和BTO-ED@Nm仍然保持从无色(λmax=308 nm)到深蓝色(λ_(max)=595 nm)可逆光致变色性能,且至少可逆转变5次以上抗疲劳性能.利用BTO及其变环体(c-BTO)与ED之间的能量转移作用,在紫外光和可见光的交替照射下,实现对BTO-ED@Nm荧光(565 nm)定量可逆调控,且至少可调控5次以上.     

Giving up on convergence and autonomy: Why the theories of psychology and neuroscience are codependent as well as irreconcilable

There is a long-standing debate in the philosophy of mind and philosophy of science regarding how best to interpret the relationship between neuroscience and psychology. It has traditionally been argued that either the two domains will evolve and change over time until they converge on a single unified account of human behaviour, or else that they will continue to work in isolation given that they identify properties and states that exist autonomously from one another (due to the multiple-realizability of psychological states). In this paper, I argue that progress in psychology and neuroscience is contingent on the fact that both of these positions are false. Contra the convergence position, I argue that the theories of psychology and the theories of neuroscience are scientifically valuable as representational tools precisely because they cannot be integrated into a single account. However, contra the autonomy position, I propose that the theories of psychology and neuroscience are deeply dependent on one another for further refinement and improvement. In this respect, there is an irreconcilable codependence between psychology and neuroscience that is necessary for both domains to improve and progress. The two domains are forever linked while simultaneously being unable to integrate.     

地方新建本科高校办学定位分析及应对策略

20世纪末以来，中国高等教育管理体制改革催生了一大批地方新建本科高校。这些高校是中国高等教育普及化的实践者，却存在办学层次、人才培养和服务面向定位不准确的问题。针对办学定位不准的原因分析，必须调整、优化地方新建本科高校的内部和外部环境，才能保证这些高校的可持续发展。     

氮氧化物储存还原反应中还原时间的控制方法

使用H_2作为还原剂,采用NO_x存储还原循环的试验方法,在石英反应器上研究了还原时间、反应温度和还原剂体积分数对NO_x存储还原(NSR)催化剂Pt/Ba/Ce/γ-Al_2O_3存储还原特性的影响.结果表明:存在一个最佳还原时间,在此处可取得最高的循环转化率;最佳还原时间与反应温度和还原剂体积分数相关,提高反应温度或者降低还原剂体积分数,最佳还原时间延长.     

本土化视域下影视字幕翻译策略研究

字幕翻译应通过对源语信息进行浓缩、简化、省略等减译处理,给观众提供通俗易懂、简洁流畅且符合人物个性的字幕语言,让观众迅速准确地明白剧情。翻译的难度在于文化信息的转换,翻译时应尽力保留源语独特的表达方法,诸如词语、比喻、典故、人名等应直译,以体现源语及其文化的瑰丽;不得已时,再采用意译,以达到与源语功能的对等。意译时,可采用适度的娱乐化改写或本土化策略。