An improved ant colony optimization (I-ACO) method for the quasi travelling salesman problem (Quasi-TSP)

Traveling salesman problem (TSP) and its quasi problem (Quasi-TSP) are typical problems in path optimization, and ant colony optimization (ACO) algorithm is considered as an effective way to solve TSP. However, when the problems come to high dimensions, the classic algorithm works with low efficiency and accuracy, and usually cannot obtain an ideal solution. To overcome the shortcoming of the classic algorithm, this paper proposes an improved ant colony optimization (I-ACO) algorithm which combines swarm intelligence with local search to improve the efficiency and accuracy of the algorithm. Experiments are carried out to verify the availability and analyze the performance of I-ACO algorithm, which cites a Quasi-TSP based on a practical problem in a tourist area. The results illustrate the higher accuracy and efficiency of the I-ACO algorithm to solve Quasi-TSP, comparing with greedy algorithm, simulated annealing, classic ant colony algorithm and particle swarm optimization algorithm, and prove that the I-ACO algorithm is a positive effective way to tackle Quasi-TSP.     

开放条件下重庆地区城镇化对土地利用效率的影响及区位差异

经济开放和城镇化大幅度促进经济增长是中国30年经济持续增长的重要经验。内陆地区经济赶超更加受到人地耦合系统脆弱性的挑战。在对国内外关于城镇化与土地利用关系相关文献述评的基础上,以重庆40个区县为例,通过对其城镇化水平、开放度、技术水平、区位指数及城镇建设用地综合效率进行测算,采用多元回归方法实证分析了重庆40个区县在开放条件下城镇化对土地利用效率的影响及机制。研究发现:区位因素并不像在沿海地区一样对土地利用效率起着显著性作用;土地利用效率的高低严重依赖于物质资本投入密度,而不是人力资本投入密度;极低的人力资本积累和大量缺乏训练的劳动力涌入城市,降低了城市土地利用效率并提高了经济系统的脆弱性;城镇化极为显著地促进了土地利用效率,而开放度的促进作用却不明显,二者并没有形成理论上提升土地利用综合效率的合力。     

大城市边缘区农村居民点用地空间布局优化研究——对上海南汇地区的考察

大城市边缘区农村居民点用地存在用地粗放、布局散乱、难于规范管理等问题。以大城市边缘区农村居民点用地整理为契机,优化空间布局不仅有利于形成农村经济新增长点,还可促进农村居民点土地集约节约利用。在分析当地农村居民点用地现状及其分布状况的基础上,以典型地区——上海南汇地区为例,对其空间分布的随机性进行了检验,对农村居民点用地按标准偏差分类,并进一步按欧氏空间距离对大于2.25标准偏差的地块进行聚类分析。结果显示:南汇地区农村居民点用地的空间分布并不是随机分布,可分为远离中心类和集聚中心类两种类型。依据结果,提出了"远离中心方案"和"集聚中心方案"两种不同的农村居民点用地整理方案。     

历史时期中国重大自然灾害时空分异特征(英文)

Based on historical documents and records this paper analyzes the characteristics of frequency and distribution of major disasters that took place in the history of China. The findings show that occurrences of different types of disasters varied and spatial pattern at provincial level are significantly different as well. The results also indicate that there is a strong relationship between type of disasters and spatial distribution and that the spatial pattern of losses was not the same as that of the frequency. The reasons are: (1) the hazard-formative environments which, to a large extent, determine the spatial pattern of the disasters are significantly different; (2) the losses caused by natural disasters were closely related to the concentration of economy and population. Number of deaths was usually large in areas where agriculture, culture and business were relatively developed. The spatial pattern of disaster losses is an evitable result of uneven economic development in the history of China.     

Monitoring Mongolia Gobi dust transport using OMI data

The characteristics of long-distance dust transport from Asia to the United States over the Pacific Ocean are statistically analyzed using OMI AI (Ozone Monitoring Instrument Aerosol Index) data during 2005–2007. The results show that there is a high correlation of AI (the correlation coefficients are as high as 0.83 in March, 0.62 in April and 0.54 in May) between the Mongolia Gobi Desert and the west coast region of the United States (40°–50°N, 120°–130°W), indicating a strong source-receptor area relationship. Through calculating the lag correlation coefficient of the dust propagation time, we determined that the dust propagation time from the Mongolia Gobi Desert to the west coast of the United States is about 6–7 days at the 99% confidence level.     

基于问题探究式学习开展初中跨学科教学的研究——以九年级"小龙虾的'逆袭'"为例

在新一轮课改的指引下,如何将不同学科知识体系融合在真实情境中,引导学生解决具体问题,以培养学生跨学科的学习意识和分析能力,成为教学实践者普遍关心的问题。本文对基于问题探究式的初中跨学科教学的背景、意义与教学模式展开研究,并以九年级“小龙虾的‘逆袭’”为例,进行了基于问题探究式学习的课堂教学设计。     

全球地缘经济合作的空间模式与空间机理——基于商品贸易规模的实证研究

运用1996—2016年全球各国商品贸易规模的面板数据,借助探索性空间数据分析方法揭示全球地缘经济合作的空间模式,构建空间误差混合回归模型进一步解释全球地缘经济合作的空间机理,得出如下结论：① 全球地缘经济合作存在空间正相关,呈现出“核心-边缘”的空间模式,表现为板块化和多极化的发展趋势;② 全球地缘经济合作的空间依赖性受到生产要素流动与国际分工的传导与驱动,国家规模是地缘经济合作的基础因素,生产要素禀赋是地缘经济合作的内生动力,创新是地缘经济合作的引擎,政治脆弱性是地缘经济合作的壁垒,地缘经济合作的空间依赖性在创新要素跨国流动影响下趋于弱化;③ 中国需在空间上遵循“邻近国家-欧亚区域-全球范围”的三环递进原则,有层次地布局地缘经济资源,在内容上发挥规模优势和要素禀赋优势,强化科技创新国际竞争力,有差异地制定地缘经济政策,在策略上激发地缘经济对地缘政治的渗透效应,最大化地缘经济杠杆作用。     

Research progress and prospect on development geography

In this paper,we review the research progress in development geography since the 20th century,focusing on its connotation and theory,fields,methods,and development trends.Specifically,we systematically review the research and applications of development geography,comprising fields such as the convergence of underdeveloped countries and re-gions,and the convergence of the process of improving the quality of life in developed coun-tries and regions.Then,based on an analysis of research progress in development geogra-phy in foreign countries,we examine the development conditions and disciplinary advantages of development geography in China.Further,we highlight that future development geography research in China should focus on the latest international academic research and China's national macro-strategic needs.Future research in development geography should be guided by the theory of sustainable development,the core of which is to improve sustainable liveli-hood capacity and regional green development levels in underdeveloped regions.This core includes the construction of industrial policy and development geography theory,as well as an interdisciplinary integrated research system.The focus must be placed on researching the spatial patterns,diffusion characteristics,and the convergence mechanism of regional de-velopment.Such a focus will facilitate exploration of the regulatory policies and scientific paths that serve regional economic construction and industrial development.     

滇黔静止锋减弱北抬期间环流特征分析

采用2010—2021年深秋初冬时节（11—12月）ECMWF细网格2 m温度预报资料,以及实况地面气压场、综合观测资料、卫星资料与NCEP/NCAR提供的FNL再分析资料,对滇黔静止锋减弱北抬期间贵州境内84个国家观测站72 h内逐日最高温、最低温进行检验评估。结果发现,滇黔静止锋活动期间相对于平均状态,其预报准确率均显著降低而平均均方根误差明显增加,其中2014年ECMWF预报准确率不足20%,几乎丧失预报能力。为此,以2014年发生的19次滇黔静止锋减弱北抬个例进行合成分析,发现各层环流和要素场特征较平均状态均发生了明显变化。主要表现为：200 hPa上,静止锋摆动期间较平均状态急流入口有所东移,其南北界区域总体变窄,急流中心平均强度由65.0 m/s下降到60.0 m/s;500 hPa上,中高纬两槽一脊形势变得更加不明显,冷空气势力减弱,环流纬向度增大;要素场上,相对平均状态,0℃线均位于600 hPa附近,中低层气温呈现明显增温状态,700~850 hPa逆温状态变弱甚至消散,在低层风场上表现为南风增强、涡度增大。因此,当滇黔静止锋发生减弱北抬时,其环流和要素场特征相对平均状态均发生强度和位置上的变化,在预报工作中,可以此特征判断静止锋是否减弱北抬,更好地进行地方预报与服务。     

基于因子分析法的河西走廊五市旅游竞争力分析

在对河西走廊五市旅游业发展情况进行研究的基础上,从旅游产业发展规模、产业增长潜力和产业环境等3个方面选取了28个指标,通过因子分析法对每个指标数据进行加权,然后通过定量分析法比较各城市旅游竞争力.结果 表明:河西五市中,旅游竞争力顺序依次为酒泉、武威、张掖、嘉峪关、金昌.最后对河西走廊各市旅游竞争力进行了比较分析,并针...