An Edge Server Placement Method Based on Reinforcement Learning

In mobile edge computing systems, the edge server placement problem is mainly tackled as a multi-objective optimization problem and solved with mixed integer programming, heuristic or meta-heuristic algorithms, etc. These methods, however, have profound defect implications such as poor scalability, local optimal solutions, and parameter tuning difficulties. To overcome these defects, we propose a novel edge server placement algorithm based on deep q-network and reinforcement learning, dubbed DQN-ESPA, which can achieve optimal placements without relying on previous placement experience. In DQN-ESPA, the edge server placement problem is modeled as a Markov decision process, which is formalized with the state space, action space and reward function, and it is subsequently solved using a reinforcement learning algorithm. Experimental results using real datasets from Shanghai Telecom show that DQN-ESPA outperforms state-of-the-art algorithms such as simulated annealing placement algorithm (SAPA), Top-K placement algorithm (TKPA), K-Means placement algorithm (KMPA), and random placement algorithm (RPA). In particular, with a comprehensive consideration of access delay and workload balance, DQN-ESPA achieves up to 13.40% and 15.54% better placement performance for 100 and 300 edge servers respectively.     

对FD-GLB-Ⅱ型新型焦利氏秤的改进

对FD-GLB-Ⅱ型新型焦利氏秤做了改进,改进后的振子质量可变,很好的满足了实验教学中对弹簧阵子简谐振动关系式的验证要求.     

考虑流体影响的水轮机叶轮固有频率

将工作时水轮机叶轮简化为浸在流体中的旋转圆盘,建立了流体中圆盘振动微分方程,并考虑边界条件对其固有频率的影响.分别研究了不同圆盘转速、不同流体深度以及不同流体密度对固有频率的影响.研究结果表明,与真空中圆盘的固有频率相比,沉浸在流体中的圆盘的固有频率降低.当浸在流体中的圆盘发生旋转时,圆盘的模态由驻波变为行波,不同的旋转方向将对应两个不同的固有频率值.当流体深度减小时,固有频率值降低;流体密度越大,固有频率越小.     

自动控制系统在集中供热中的应用

介绍了集中供热的优缺点,阐述了热力站职守人员的主要作用,讨论了无人值守热力站与全网平衡控制的基本概念与实现方法,指出实现无人值守热力站与全网平衡控制,是使我国集中供热事业可以持续发展的有力保证。     

Software lens compensation applied to athermalization of infrared imaging systems

A different approach, aiming to achieve the constant blur status of point-spread function (PSF) at a certain defocused plane, is described. The correlation between the two PSF is used to control the PSF blur similarity, and simultaneously the Strehl ratio is also used to control the PSF blur minimization. By designing the PSF so that it is significantly insensitive to defocus or related defocus quantity, for example, due to temperature change, all the constantly blurred images can be accurately de-blurred by a simple inverse restoration filter for an adequate range of defocus. We refer to that as “software lens compensation” and apply a design method to solve the athermalization of middle wavelength infrared (MWIR) imaging systems. The resultant PSF is almost invariant in the temperature range from −10 to 50°C at the same focal plane. Consequently, the constant blur spot can be removed by a simple digital signal processing. Thus, clear and sharp de-blurred images at different temperatures are obtained.     

论新所得税会计准则的变化

阐述了所得税会计理论,论述了所得税会计差异理论的创新,探讨了损益表债务法与资产负债表债务法的区别,重点讨论了资产负债表债务法.     

全媒体时代如何拓展民生类栏目的广度和深度——以龙岩电视台《记者追踪》为例

目前，地市级电视台民生类栏目正受到博客、微博、微信等网络新媒体的影响，收视陷入窘境。面对冲击，要走出困境，就必须在拓展民生栏目的广度及深度方面下功夫。龙岩电视台公共频道的《记者追踪》栏目采取多媒体联动的方式扩大影响力，注意从网络上发掘新闻素材，从而提高了栏目的影响力。     

New sorption and solvation measuring methods: Forced flow through liquids and solid state fluidised bed sorbents in high pressure gravimetry

A novel measuring method is presented here that allows sorption and solvation measurements near to different process conditions. Especially for the sorption kinetics it is important that the measuring conditions are similar to later applications. Particularly for high pressure sorption measurements this claim could not be fulfilled for most technical applications.The advantage of the measuring methods presented here is that solid bed samples in high pressure gravimetry can be measured under flow-through conditions in both directions and, for the first time in high pressure gravimetry, liquid samples can be measured under flow-through conditions. Especially for ionic liquids, of which a large variety of new substances with unknown sorption potentials have been synthesised in the last few years, this results in much shorter measuring times.The first measurements presented here show that the new system allows for measuring times around 26 times shorter for an ionic liquid.     

浅谈八泉峡水库坝址工程地质特征

八泉峡水库坝址处于八道水河上,拟建坝型为混凝土重力坝。对坝址的工程地质特征及主要存在问题进行了论述和分析,并提出了合理评价。     

基于RMP分析的六安市乡村旅游深度开发研究

六安是传统的农业大市,具有优越的自然生态环境和深厚的文化底蕴,发展乡村旅游条件得天独厚。文章采用RMP分析方法,从资源、市场和产品3个方面对六安乡村旅游进行实证研究,探讨乡村旅游深度开发对策,提升乡村旅游的地方特色和品位,实现乡村旅游的可持续发展。