承载供应链管理的客户关系链管理分析与建模

指出了客户关系管理的概念不足,以实际例子引出客户关系链的概念,并分析指出客户关系链可以承载供应链的运作管理.利用Markov链对该过程建模,对简单的情况进行了分析和计算,并给出了如果忽略了客户下游信息,企业所受到的损失分析.并同供应链系统作了类比.     

Implications for prediction and hazard assessment from the 2004 Parkfield earthquake

Obtaining high-quality measurements close to a large earthquake is not easy: one has to be in the right place at the right time with the right instruments. Such a convergence happened, for the first time, when the 28 September 2004 Parkfield, California, earthquake occurred on the San Andreas fault in the middle of a dense network of instruments designed to record it. The resulting data reveal aspects of the earthquake process never before seen. Here we show what these data, when combined with data from earlier Parkfield earthquakes, tell us about earthquake physics and earthquake prediction. The 2004 Parkfield earthquake, with its lack of obvious precursors, demonstrates that reliable short-term earthquake prediction still is not achievable. To reduce the societal impact of earthquakes now, we should focus on developing the next generation of models that can provide better predictions of the strength and location of damaging ground shaking.     

一个用于中小型企业的扩展ERP软件流程集成模型分析

在以前工作的基础上,主要讨论了一个将ERP(enterpriseresourceplanning,企业资源规划)、SRM(supplierrelationshipmanagement,供应商关系管理)、CRM(customerrelationshipmanagement,客户关系管理)集成为一体的简化流程模型.论文在界定了几个基本概念的基础上,描述了接触中心的发出流程和接收流程功能,讨论了对ERP软件的流程及核心管理和CRM软件的流程及核心管理思路,研究了对ERP同CRM的关联点,仿照对CRM的分析,对SRM做了类似的分析,最后给出了以关系为企业围墙的扩展ERP简化模型.     

Massive emissions of toxic gas in the Atlantic

Recurrent eruptions of toxic hydrogen sulphide gas in the waters along the Namibian coast off southwestern Africa have been considered to be local features with only limited ecosystem-scale consequences. But satellite remote sensing has revealed that these naturally occurring events are much more extensive and longer-lasting than previously suspected, and that the resultant hypoxia may last for much longer. The effects on the marine ecology and valuable coastal fisheries of this region are likely to be important.     

基于先验知识的多功能雷达智能干扰决策方法

针对基于强化学习的多功能雷达干扰决策方法训练周期长、收敛慢的问题，本文提出了基于先验知识的多功能雷达智能干扰决策算法。所提算法使用了基于势能函数的收益塑造理论，利用先验知识设置收益函数，相比于传统算法，具有更快的收敛速率。利用先验知识加速算法收敛速率的方法对强化学习在多功能雷达干扰决策中的实际应用具有重要的意义，对于强化学习在其他领域的应用也具有很好的参考价值。     

基于马尔可夫的多功能雷达认知干扰决策建模研究

多功能雷达是现代电磁战场上不可或缺的重要装备, 针对多功能雷达的干扰一直是一个难题。本文在研究多功能雷达信号特点和雷达对抗过程的基础上, 提出了雷达状态联合表征的方法, 将多功能雷达的干扰决策问题建模为一个带收益的马尔可夫决策过程, 设计了认知干扰决策系统, 并通过基于Q-Learning的认知干扰决策算法求解该模型下的最佳干扰策略。通过仿真实验, 证明了基于Q-Learning的认知干扰决策算法能够在缺乏先验经验的情况下学习到最佳干扰策略, 具备“认知”的特性, 并且在不稳定的环境中也具有较强的适应性, 有效支撑了本文所提的干扰决策模型。