沥青混合料水损害试验方法探究

详细研究了国内外沥青混凝土水损害试验的不同方法和原理，提出各试验方法所反映出的水损害的主要影响因素及各试验方法存在的问题，为路面工程建设提供了有效的、能避免或减少沥青路面水损害的分析．     

热沥青混合料碾压过程的离析现象

针对混合料不均匀导致路面早期损坏的问题，采用综合分析的方法，从碾压施工角度重点分析了热沥青混合料碾压过程的不均匀现象，通过分析可能造成沥青混合料碾压过程离析的多种原因，提出了碾压离析的概念。认为除热沥青混合料生产、摊铺和碾压可能造成碾压离析外，路面结构设计、施工工艺和压路机的设计与制造不合理也是造成碾压离析的3个重要原因。研究结果表明：造成混合料不均匀的原因很多，应该综合考虑混合料生产、摊铺和碾压，路面结构和施工工艺，以及压路机的设计等因素，才能进一步提高路面的质量。     

Blind separation of sources in nonlinear convolved mixture based on a novel network

Blind separation of independent sources from their nonlinear convoluted mixtures is a more realistic problem than from linear ones. A solution to this problem based on the Entropy Maximization principle is presented. First we propose a novel two-layer network as the de-mixing system to separate sources in nonlinear convolved mixture. In output layer of our network we use feedback network architecture to cope with convoluted mixtures. Then we derive learning algorithms for the two-layer network by maximizing the information entropy. Based on the comparison of the computer simulation results, it can be concluded that the proposed algorithm has a better nonlinear convolved blind signal separation effect than the H.H. Y' s algorithm.     

直积设计及其最优性

在一些试验中,要考察的因子可分成若干类,同类因子具有某些共同的性质。本文讨论了适用于此类试验的直积数学模型,直积设计、模型中参数的估计及其性质;对于D-最优、A-最优、I_λ-最优、E-最优和G-最优性标准,分别讨论了直积设计的各种最优性,并给出一个D-最优的直积设计例子。     

Novel blind source separation algorithm using Gaussian mixture density function

The blind source separation (BSS) is an important task for numerous applications in signal processing, communications and array processing. But for many complex sources blind separation algorithms are not efficient because the probability distribution of the sources cannot be estimated accurately. So in this paper, to justify the ME(maximum enteropy) approach, the relation between the ME and the MMI(minimum mutual information) is elucidated first. Then a novel algorithm that uses Gaussian mixture density to approximate the probability distribution of the sources is presented based on the ME approach. The experiment of the BSS of ship-radiated noise demonstrates that the proposed algorithm is valid and efficient.     

Probability distributions,trading strategies and leverage: an application of Gaussian mixture models

The purpose of this paper is twofold. Firstly, to assess the merit of estimating probability density functions rather than level or classification estimations on a one‐day‐ahead forecasting task of the EUR/USD time series. This is implemented using a Gaussian mixture model neural network, benchmarking the results against standard forecasting models, namely a naïve model, a moving average convergence divergence technical model (MACD), an autoregressive moving average model (ARMA), a logistic regression model (LOGIT) and a multi‐layer perceptron network (MLP). Secondly, to examine the possibilities of improving the trading performance of those models with confirmation filters and leverage. While the benchmark models perform best without confirmation filters and leverage, the Gaussian mixture model outperforms all of the benchmarks when taking advantage of the possibilities offered by a combination of more sophisticated trading strategies and leverage. This might be due to the ability of the Gaussian mixture model to identify successfully trades with a high Sharpe ratio. Copyright © 2004 John Wiley & Sons, Ltd.     

安徽省水煤浆技术开发应用前景

阐述了安徽省水煤浆开发应用的重要意义及发展前景．描述了安徽省水煤浆技术发展的历史和现状，并分析了原因和将来的展望．安徽省应促进和加快水煤浆技术的开发和应用，它是保护环境的一项洁净煤的措施，也将给煤矿企业和整个社会带来巨大的效益．     

单纯形优化法在渗硼剂研究中的应用

将单纯形优化法应用于以廉价硼砂为供硼源的渗硼剂的研究．实验采用混料设计，经自编程序对实验数据进行最优化处理，获得双相渗剂的最优配方     

立井混合作业施工段高的稳定性分析

本文利用有限元法,对立井混合作业施工段高进行了稳定性分析,找出了围岩体的应力分布规律,从而确定了不同井深,不同岩层条件下的施工段高的大小。文章最后建议加大现行段高的尺寸,以提高成井速度.     

微机选择色谱分析最佳操作条件——混合酯类的分离

本文按正交试验法合理地设计了9次条件实验,测量同一样品在各实验中的保留时间(t_R)和半峰宽(W_(1/2)),再将所测得的保留时间和半峰宽依次输入计算机得出相应实验条件下的分离度(R)和理论塔板数(N),并根据这两个不同指标的值分别进行计算,得出各因素的极差值,绘制指标与因素水平的关系图.从极差的大小可知各因素的显著性,根据关系图可选出最佳分析条件。