Several multi-criteria programming methods for classification

In this paper, we propose a general optimization-based model for classification. Then we show that some well-known optimization-based methods for classification, which were developed by Shi et al. [Data mining in credit card portfolio management: a multiple criteria decision making approac. In: Koksalan M, Zionts S, editors. Multiple criteria decision making in the new millennium. Berlin: Springer; 2001. p. 427–36] and Freed and Glover [A linear programming approach to the discriminant problem. Decision Sciences 1981; 12: 68–79; Simple but powerful goal programming models for discriminant problems. European Journal of Operational Research 1981; 7: 44–60], are special cases of our model. Moreover, three new models, MCQP (multi-criteria indefinite quadratic programming), MCCQP (multi-criteria concave quadratic programming) and MCVQP (multi-criteria convex programming), are developed based on the general model. We also propose algorithms for MCQP and MCCQP, respectively. Then we apply these models to three real-life problems: credit card accounts, VIP mail-box and social endowment insurance classification. Extensive experiments are done to compare the efficiency of these methods.     

水循环泵节能控制方法在冬季供暖中的应用

介绍了冬季供暖水循环泵节能控制方法,采用了传统PID结合温度模糊控制和PWM的方法.可预设转折频率、转折延时、不同温度段脉冲频率上、下限值,节能控制柜根据出水管和回水管两者温差通过PID算法调节水泵运转频率,当水泵运转频率低于转折频率,转折延时后,采用PWM方式;若水泵运转频率高于转折频率,则进入模糊PID调节.PWM技术的应用,使得供暖温度能够结合室外大气温度进行实时调控.该方法在满足用户的温度需求前提下,可使水泵电机节能30%以上.     

Infrared aerial small target detection based on digital image processing

Multimedia Tools and Applications - Aiming for the problem detection of infrared imaging aerial small target under complex background, an intelligent algorithm is presented based on digital image...     

Strong stability of the mono-tubular heat exchanger equation with output feedback

We investigate asymptotic behavior of the C₀-semigroup T(t) associated with the mono-tubular heat exchanger equation with output feedback by a perturbation method. It is shown that T(t) is bounded if a constraint is satisfied by the parameters and the spatial distribution function. Further, applying the Arendt-Batty-Lyubich-Vu theorem, a criterion is established to judge strong stability of T(t).     

面向高速工业无线网络的TDMA MAC协议设计与实现

随着无线技术的发展,在工业自动化中引入无线技术已经成为一种潮流,同时TDMA机制由于可以完全避免冲突,因此在大规模高实时要求的面向车间的无线技术研究中受到了广泛关注,但现在面向车间的高速实时无线技术的研究大都局限于软件仿真。通过在商用802.11硬件上设计并实现面向车间级工业应用的高速工业无线TDMAMAC层协议,建立了一个基于TDMA的面向工业应用的高速无线网络原型系统,实验结果表明实验平台完全能够支撑毫秒级时隙调度的TDMA应用。     

流程工业CIMS中综合优化问题的研究

文章首先提出了流程工业及其CIMS中的各种优化问题;;小结了各种解决优化问题的求解技术.在此基础上提出了一种基于多级优化的一种流程工业CIMS结构.最后;;作者提出了一种解决流程工业CIMS多目标优化问题的最大熵优化技术     

基于聚类的多数据库分类算法的研究与实现

针对多数据库挖掘的预处理,提出了运用聚类的思想来对数据库进行分类。同时,提出了改进的BestClassification算法。通过实验证明这种分类方法具有较好的有效性和正确性。     

VB教学方法浅析

程序设计是计算机专业课程中的重要内容之一。在程序设计课程教学中,如何解决程序设计本身枯燥、难懂这个问题,找到一条比较新颖的教学方式,一直是广大计算机教师颇感兴趣的课题。结合几年来VB程序设计的实际经验,并进行深刻的反思,总结出一个四步教学法。