变邻域量子烟花算法求解CVRP

针对带容量约束的车辆路径问题，提出一种融合量子进化算法和变邻域优化策略的变邻域量子烟花算法。该算法采用等分随机键与最大位置法结合的实数编码方式，通过量子旋转门和非门变异提高算法全局搜索能力，同时运用结合2-Opt的变邻域优化策略加强局部搜索能力。选取17个基准算例进行参数实验和对比实验，实验结果表明，相对于对比算法，所提出的算法具有较好的寻优能力和收敛速度。     

Clustering biomedical and gene expression datasets with kernel density and unique neighborhood set based vein detection

It is a crucial need for a clustering technique to produce high-quality clusters from biomedical and gene expression datasets without requiring any user inputs. Therefore, in this paper we present a clustering technique called KUVClust that produces high-quality clusters when applied on biomedical and gene expression datasets without requiring any user inputs. The KUVClust algorithm uses three concepts namely multivariate kernel density estimation, unique closest neighborhood set and vein-based clustering. Although these concepts are known in the literature, KUVClust combines the concepts in a novel manner to achieve high-quality clustering results. The performance of KUVClust is compared with established clustering techniques on real-world biomedical and gene expression datasets. The comparisons were evaluated in terms of three criteria (purity, entropy, and sum of squared error (SSE)). Experimental results demonstrated the superiority of the proposed technique over the existing techniques for clustering both the low dimensional biomedical and high dimensional gene expressions datasets used in the experiments.     

基于第三方物流的家具配送开放式车辆路径问题

为了降低家具配送成本,提高物流效率,基于第三方物流配送模式,构建了以总行驶距离最短和车辆数最少为最优目标的开放式车辆路径问题(open vehicle routing problem,OVRP)数学模型,并设计了一个改进的两阶段禁忌搜索算法进行求解,第1阶段求解包含所有客户的TSP(traveling salesman problem)路径来作为第2阶段划分OVRP路径的基础.设计了一个随机动态禁忌表,并将"邻域算子编号"和"邻域交换点对"同时作为禁忌对象,避免了过度禁忌的情况.另外,对5个邻域算子进行了测试,表明采用由点交换、分序点插入、点逆序和前点前向插入这4个算子组成的多邻域结构体效果最佳.经算例测试和文献对比,验证了设计算法的有效性,采用第三方物流配送比自营物流配送更节省成本.     

Changing Residential Land Use Regulations to Address High Housing Prices

Problem, research strategy, and findings: In the past 3 decades, a series of presidential administrations—and the APA—have recommended that cities update their zoning codes to enable more affordable and market-rate housing development. I identify 5 main categories of policy recommendations they have suggested and then assess Los Angeles’s (CA) zoning changes in these categories between 2000 and 2016. I answer 2 questions: First, what zoning changes did Los Angeles adopt to address housing affordability? Second, how were these changes initiated, and what were their scope and geographic extent? I find that Los Angeles made modest progress in the 5 policy categories. The city left its large-lot, single-family zoning mostly untouched, but it rezoned roughly 1,200 acres citywide to allow at least 50 housing units per acre, reduced parking requirements in some areas, made it easier to build accessory dwelling units, and adopted new incentives for affordable housing. Several policy changes resulted from new state laws, and Los Angeles voters approved new incentives for affordable housing near transit. Homeowner influence likely prevented the municipality from engaging in larger zoning reforms. I do not study the effects of Los Angeles’s regulatory changes on housing production and prices, but such research is an important next step. I also do not assess new regulations that counteracted the impact of the 5 categories of policy recommendations.

Takeaway for practice: This research suggests 2 lessons: 1) Planners should encourage state governments to preempt local zoning when it reduces affordable housing options and there is limited local political will for change, and 2) planners should identify feasible and effective zoning changes that would increase affordable housing given local considerations.     

从环境设计中营造居住区内的邻里关系

阐述了居住环境的社会功能，介绍了从环境设计中营造居住区内的邻里关系的方法，根据邻里关系的产生，提出应通过环境艺术设计去营造居住区内的邻里关系。     

保定市史庄村改造规划设计

文章通过介绍保定市史庄村改造规划设计,提出小区规划中应重视人们对交往空间的需求,重视以人为本的人性化设计。     

居住小区不因市场而失效——小区理论在市场机制下的理解与应用

"居住小区"一词虽然产生于计划经济,但与邻里单位是同一概念,都是工业化和城市现代化的产物,是不依政治经济体制而变化的客观需要。随着我国经济制度的逐步转型和市场化发展,居住区建设模式发生根本改变,小区理论以及技术标准受到诸多质疑。本文试图从小区理论的产生、与邻里单位的关系、国内外实践入手,阐述居住小区理论并未因市场化而失效,进而针对如何在市场条件下运用居住区基本原理提出相应的建议。     

"院落"精神回归实现邻里交往

对现代住宅中邻里关系缺失进行分析,从交往空间方面进行了论述,提出从中国传统民居中吸取优点,设计现代交往空间,以达到较为理想的现代院落效果,解决现代邻里关系融洽的问题。     

小净距隧道中夹岩加固技术研究

中夹岩的稳定是小净距隧道建设成功的关键。而小导管注浆、系统锚杆及水平贯通预应力锚杆是应用最为广泛的3种中夹岩加固技术,并在实践工程中得到有效验证。中夹岩加固技术主要通过提高围岩力学参数与改变力学状态等发挥加固作用。小导管注浆多适用于低类别围岩;高类别围岩中采用系统锚杆较为合理;水平贯通预应力锚杆及其组合加固方法适用于各类别围岩。