Mining the Change of the Quality of Stored Grain

The quality of grain changes continually during its storage, including the change of its physical characteristics and physiological characteristics. This paper presents an approach to predict the change of the quality of stored grain with data mining technology. Logistic Regression, Decision Tree and Muitilayer Perceptron are applied to predict the change of the grains＇ quality control index and to obtain the grains＇ quality change probability. The grain sampling with higher probability can be processed earlier.     

基于ANSYS的结构设计优化

优化设计是工程界较为关注的领域,阐述了ANSYS软件设计优化程序的原理及具体设计步骤,针对两个实例分别采用GUI交互式和命令流式介绍ANSYS在具体结构优化设计中的实现方法。结果表明:基于ANSYS的合理结构设计能够在满足安全性的前提下节省材料。获得很大的经济效率。相对于交互式来说。采用ANSYS程序的命令输入整个优化文件并进行优化的方法是采用计算机解决工程实际问题的简单易行、快速可靠的方法。     

基于项目集的关联规则数据挖掘

为了发现项目集中所有的频繁模式,根据关联规则定义及属性,利用Apriori算法实现关联规则的挖掘,挖掘出新的关联规则。可产生清晰有用的结果;通过项目集的关联规则挖掘研究结果既可以广泛应用于各个领域,也可以检验行业内长期形成的知识模式,同时能够发现隐藏的新规律,成为完成数据挖掘任务的一个重要手段。     

网状被动传感器系统优化设计

结合网状被动传感器系统建设的需要,提出了网状被动传感器系统优化设计模型,依据优化设计模型提出了基于误差方差Cramer-Rao下界的优化设计算法。探讨了优化过程中指标集、目标集的确定方法,最后通过仿真计算分析了三种配置结构的性能。     

系统和谐度测度研究

通过系统和谐度构成的分析,建立了和谐度的测度体系。和谐度的测度指标分为构成和谐性、组织和谐性、内部环境和谐性、外部环境和谐性和总体和谐性。通过在理论上对各构成要素的敏感性分析,表明单因素或多因素的改进对和谐度是有影响的。利用和谐度分析矩阵构建和谐度测度方法,并结合企业实际对系统和谐度给与实证研究,验证单因素改进对系统和谐度有正向影响。     

Target tracking based on frequency spectrum amplitude

1 .INTRODUCTIONIn target tracking, attribute parameters can beused to i mprove the performance of data associa-tion. The probabilistic data association ( PDA)which employ the attribute enhance the capabilityof data association and i mprove the performancefor target tracking. The method of PDA is per-formedin the environment of high signal to noise(SNR) generally and the SNRis in excess of 10dB.But the SNRinthe actual environment is lowerthan 10 dB commonly . When SNRis below0 dB,…     

Sensor management based on fisher information gain

1 .INTRODUCTIONSensor management can be described as a systemor process that provides automatic or semi-auto-matic control of a group of sensors[1]. The basicobjective of sensor management is to select rightsensors to do the right service on the right targetat right ti me based on external measurements orcriteria[2]. A variety of techniques have been pro-posed or appliedtothe area of sensor management .One of the first articles to apply opti mization tech-nique to sensor management is by …     

A QUANTIFIER-ELIMINATION BASED HEURISTIC FOR AUTOMATICALLY GENERATING INDUCTIVE ASSERTIONS FOR PROGRAMS

A method using quantifier-elimination is proposed for automatically generating programinvariants/inductive assertions.Given a program,inductive assertions,hypothesized as parameterizedformulas in a theory,are associated with program locations.Parameters in inductive assertions arediscovered by generating constraints on parameters by ensuring that an inductive assertion is indeedpreserved by all execution paths leading to the associated location of the program.The method can beused to discover loop invariants-properties of variables that remain invariant at the entry of a loop.Theparameterized formula can be successively refined by considering execution paths one by one;heuristicscan be developed for determining the order in which the paths are considered.Initialization of programvariables as well as the precondition and postcondition,if available,can also be used to further refinethe hypothesized invariant.The method does not depend on the availability of the precondition andpostcondition of a program.Constraints on parameters generated in this way are solved for possiblevalues of parameters.If no solution is possible,this means that an invariant of the hypothesizedform is not likely to exist for the loop under the assumptions/approximations made to generate theassociated verification condition.Otherwise,if the parametric constraints are solvable,then undercertain conditions on methods for generating these constraints,the strongest possible invariant of thehypothesized form can be generated from most general solutions of the parametric constraints.Theapproach is illustrated using the logical languages of conjunction of polynomial equations as well asPresburger arithmetic for expressing assertions.     

酪氨酸电氧化反应体系的[ip,v]数据处理方法研究

本文主要探讨依据较低电势扫描速率条件下的[ip，v]数据集而定量获取电活性物质的表面超额等参数的新的信息处理方法。     

基于多DSP的多路温度信号的采集与处理系统

介绍了基于TMS320VC5402下100路温度信号的数据采集及DSP处理器之间的信号数据通信,并使用Smith预估器和PID调节对温度进行控制.