Credit Scoring Based on the Set-Valued Identification Method

Credit scoring is one of the key problems in financial risk managements. This paper studies the credit scoring problem based on the set-valued identification method, which is used to explain the relation between the individual attribute vectors and classification for the credit worthy and credit worthless lenders. In particular, system parameters are estimated by the set-valued identification algorithm based on a given recognition criteria. In order to illustrate the efficiency of the proposed method, practical experiments are conducted for credit card applicants of Australia and credit card holders from Taiwan, respectively. The empirical results show that the set-valued model has a higher prediction accuracy on both small and large numbers of data set compared with logistic regression model. Furthermore, parameters estimated by the set-valued identification method are more stable,which provide a meaningful and logical explanation for extracting factors that influence the borrowers' credit scorings.     

Dynamic Event-Triggered Control for Nonlinear Systems: A Small-Gain Approach

An event-triggered control(ETC) system transmits data packages and updates control inputs only when the predefined criterion is satisfied. In this way, network communication and computing resources are scheduled more reasonably in contrast to the traditional periodic sampling strategy.Small-gain approach proposed in recent literatures is a new modeling method to deal with nonlinear ETC systems. Different from traditional ETC models, stability criteria are proposed in the form of input to state stability(ISS) gain to design the triggering mechanisms. This paper introduces additional dynamic variables in this model and proposes a small-gain based dynamic event-triggered strategy.Sufficient conditions to guarantee the stability of the system are derived with the help of cyclic-smallgain theorem and Zeno behaviors are avoided to ensure the feasibility of this method in practical applications. Numerical simulations are given to demonstrate the effectiveness of our approach.     

自适应的无线融断网络路由算法研究

无线融断网络具有长延时、高动态拓扑、链路不稳定等特点,伴随着网络联接缺乏源端到目的端的持续性,为解决网络通信困难的问题,将多头绒泡菌的智能性和自适应性引入,提出一种自适应的无线融断网络路由算法。搭建无线融断网络模型,推导出链路容量的数学表达;设计下一跳节点的选择策略和最佳路由选择策略,实现在融断网络环境下的数据尽力投递。仿真实验表明,该算法能够在网络开销率较低的情况下,达到良好的数据投递,且平均延迟小。     

Fault tolerant motion planning based on joint torque limit for redundant manipulators

0 IntroductionWith the development of science and technology,manipulators have been widely utilized in some specialfields of space , deeper ocean, and nuclear materialcleanup.Becausethese workingenvironments are distant ,harsh and dangerous ,itis difficultfor peopletorepairthefailed manipulators onthe spot .Therefore ,the manipula-tors should operate normally for a long time . To meetthese requirements ,the manipulators must have not onlyhigher reliability but also fault tolerance capabilities…     

Fabrication of solenoid-type microinductor with different magnetic core schemes by MEMS technique

0 IntroductionThere has been a great demand on micro DC/DCconverter for the applications of the portable electronicproducts such as mobile communication product CDMA(Code Division Multiple Access) ,portable notebookcom-puter ,microprocessor ,digital camcorder andso on.Mag-netic components such as inductors and transformers arethe essential components in constructingthe power supplytransformer ,filter , oscillator , amplifier and micro DC/DCconverter ,andthe miniaturization of inductor an…     

浅谈Web数据库

介绍了通过www访问web数据库的优点以及Web数据库的结构、原理和常用的访问技术,并将它与传统的数据库访问方式和构架模式C/S模式进行了优缺点的分析。     

硬聚氯乙烯(RPVC)板贮槽渗漏的综合防治

现代湿法炼铜常用硬聚氯乙烯(RPVC)板作为防腐结构材料,本文对硬聚氯乙烯板贮槽渗漏问题进行了分析,提出了相应的防治措施。     

智能楼宇中空调监控系统控制规律的研究

将模糊自适应PID控制和最佳启停控制相结合应用于智能楼宇中的空调监控系统中,经研究发现运用此方法后,系统的超调小了,而且调节迅速、上升时间短,具有良好的鲁棒性和节能效果。     

某大跨度变截面连续箱梁桥时程分析

基于通用有限元程序软件对某桥进行了时程分析,并把理论分析计算结果与实测值进行比较分析,分析结果有助于了解该桥的结构受力性能。     

电子电路设计有关问题的探讨

分析了电子电路设计在低频电子电路,高频电子电路,数字电路,印制版制作过程中应注意的实际问题,以提高设计者设计成功的一次性。