BP神经网络隐含层单元数的确定

本文针对BP神经网络隐含层单元数难以确定的问题,提出了一种改进的方法,并通过实验证明该方法有效的减少了验证次数,提高了确定隐含层最佳单元数的效率,具有较高的应用价值.     

一种基于同义词的中文关键词提取方法

关键词在自然语言处理的各个领域有着十分重要的意义.对于中文自然语言处理,一词多义和多词一义问题始终是困扰研究人员的一个重大难题.传统的一些基于统计的方法,诸如KEA只是机械地统计了词频,而没有考虑词之间的关系.文中提出了一种基于同义词的中文关键词提取方法SKEA,并建立一阶隐马尔可夫模型进行词义消歧,将文本从稀疏的词空间映射到语义空间,从而实现了文本的降维.同时改进了KEA的位置权重公式,并提出新的关键词特征选取项.最后对SKEA方法和KEA方法进行比较实验,证明SKEA是一种更优秀的中文关键词提取方法.     

An Inhomogeneous Hidden Markov Model for Efficient Virtual Machine Placement in Cloud Computing Environments

In a cloud environment virtual machines are created with different purposes, such as providing users with computers or handling web traffic. A virtual machine is created in such a way that a user will not notice any difference from working on a physical computer. A challenging problem in cloud computing is how to distribute the virtual machines on a set of physical servers. An optimal solution will provide each virtual machine with enough resources and at the same time not using more physical services (energy/electricity) than necessary to achieve this. In this paper we investigate how forecasting of future resource requirements (CPU consumption) for each virtual machine can be used to improve the virtual machine placement on the physical servers. We demonstrate that a time‐dependent hidden Markov model with an autoregressive observation process replicates the properties of the CPU consumption data in a realistic way and forecasts future CPU consumption efficiently. Copyright © 2016 John Wiley & Sons, Ltd.     

高职院校会展专业隐性课程设计--基于职业核心能力的培养研究

职业核心能力作为职业发展的“关键能力”，直接影响着毕业生的就业竞争力。目前高职院校普遍采用显性课程为主的培养方法无法达到“心理”层面的提高。以会展专业为例，从教学环境、教学过程和文化心理等方面论述隐性课程设计，以提高该专业学生的职业核心能力。     

Software Maintainability Evaluation Based on Quantitive Model

Software maintainability is one of the most important factors of software quality,but it is seriously difficult to evaluate the maintainability. Without evaluation,it is impossible to control. To estimate software maintainability state,parameter system of software was built up and maintainability state was defined into three states.Thought of application on maintainability evaluation based on hidden Markov chain( HMC) and fuzzy inference was presented.Three-state maintainability estimation model was constructed. To testify the feasibility of the model, a real example of software maintenance activity was carried out and the result from the example validated that the results of this study were applicable.     

Achieving Unusual States of Matter Under High Pressure

正The periodicity of the elements and the non-reactivity of the inner-shell electrons are two related principles of chemistry,rooted in the atomic shell structure.Within compounds,Group I elements,for example,invariably assume the+1 oxidation state,and their chemical properties differ completely from those of the p-block elements.These general rules govern our understanding of chemical structures and reactions.Using first principles calcula-     

浅析元素二次周期性

本文采用以元素二次周期性与元素一次周期性相比较的方法,从原子结构入手对元素二次周期性的特征、产生的原因及定性的理论解释进行了分析。指出在说明元素性质时,不仅要考虑外层电子排布的影响,而且也要考虑内层电子排布的影响。只考虑外层电子的排布仅能得到一次周期性,只有同时考虑外层、内层电子的排布,才能得到二次周期性,乃至三次周期性等。     

非线性系统的DFL及隐动态

在１９８１年韩京清发表的论文＂线性系统的结构与反馈计算＂的基础上发展和完善了基于高阶微分方程输入－输出描述的非线性系统直接反馈线性化（ＤＦＬ）理论。给出了ＤＦＬ问题的有解条件和补偿器的结构。首次提出了＂隐动态＂（ＨＤ）概念,并证明了它与微分几何非线性控制理论中的＂零动态＂（ＺＤ）的等价关系。该法所需数学工具简单;保留了原状态变量的物理意义,便于工程应用。     

一维平面爆轰波的周期推进模型

一维平面对称爆轰波的推进具有周期性.其冲击波前沿(该处未发生化学反应)对于波后是亚音速的,由于后续扰动不断追上而衰减.炸药微元被冲击波压缩和加热,经过延迟期,由快速放热而形成冲击波,称为"化学冲击波",追上原冲击波前沿,使之增强到初始强度,至此完成一个周期.