An improved harmony search algorithm with dynamically varying bandwidth

The present work demonstrates a new variant of the harmony search (HS) algorithm where bandwidth (BW) is one of the deciding factors for the time complexity and the performance of the algorithm. The BW needs to have both explorative and exploitative characteristics. The ideology is to use a large BW to search in the full domain and to adjust the BW dynamically closer to the optimal solution. After trying a series of approaches, a methodology inspired by the functioning of a low-pass filter showed satisfactory results. This approach was implemented in the self-adaptive improved harmony search (SIHS) algorithm and tested on several benchmark functions. Compared to the existing HS algorithm and its variants, SIHS showed better performance on most of the test functions. Thereafter, the algorithm was applied to geometric parameter optimization of a friction stir welding tool.     

An evolutionary algorithm for global optimization based on self-organizing maps

In this article, a new population-based algorithm for real-parameter global optimization is presented, which is denoted as self-organizing centroids optimization (SOC-opt). The proposed method uses a stochastic approach which is based on the sequential learning paradigm for self-organizing maps (SOMs). A modified version of the SOM is proposed where each cell contains an individual, which performs a search for a locally optimal solution and it is affected by the search for a global optimum. The movement of the individuals in the search space is based on a discrete-time dynamic filter, and various choices of this filter are possible to obtain different dynamics of the centroids. In this way, a general framework is defined where well-known algorithms represent a particular case. The proposed algorithm is validated through a set of problems, which include non-separable problems, and compared with state-of-the-art algorithms for global optimization.     

一种新型低温容器综合性能检测仪设计及应用

针对低温容器性能检测实际需求,介绍了一种新型低温容器综合性能检测仪的设计计算方法及工艺流程,并从抽真空系统、测量分析系统、环境监测系统、控制系统及工艺流程方面重点阐述其设计方法,最后介绍了基于此设计完成的产品及实际应用情况。     

硫酸盐环境下混凝土裂缝矿物自愈合性能研究

研究了30%粉煤灰混凝土在4种预加载损伤程度下,于清水和5.0%硫酸盐环境中的裂缝矿物自愈合性能,并对其自愈合产物进行了微观测试。采用相对动弹模量和抗压强度的相对变化来表征裂缝自愈合程度,探讨了5.0%硫酸盐溶液、30%粉煤灰、4种预加载程度和4个自愈合养护龄期对混凝土裂缝矿物自愈合的影响。试验结果表明,5.0%硫酸盐在设计的自愈合养护龄期内可以促进预加载损伤混凝土相对动弹模量和抗压强度的恢复;无论清水还是硫酸盐养护溶液,只有预加载程度较大时,30%粉煤灰对混凝土相对动弹模量和相对抗压强度的恢复才有显著的促进作用;5.0%硫酸盐溶液养护环境中,混凝土自愈合后的相对动弹模量和相对抗压强度的恢复能力都随着预加载程度的增大而逐渐降低,在28d自愈合养护龄期结束后,其混凝土相对动弹模量趋于稳定;微观测试分析结果表明,5.0%硫酸盐环境中的混凝土裂缝矿物自愈合产物成分主要是碳酸钙和少量钙矾石。     

叶酸协同EDC改性高脱乙酰度壳聚糖微球的制备及工艺探究

使用高脱乙酰度壳聚糖制备了靶向药物载体-叶酸改性壳聚糖微球。首先通过碱法制备了高脱乙酰度的壳聚糖,采用酸碱滴定法和傅里叶变换红外光谱(FTIR)对其结构进行了表征,结果表明,经脱乙酰化处理后的壳聚糖脱乙酰度高达93.8%。然后以高脱乙酰度壳聚糖制备了叶酸改性壳聚糖,创新性地发现用1∶1的二甲基亚砜和水的混合溶剂可以得到壳聚糖和叶酸反应的均相体系。通过不同的改性方案,得到了不同改性程度的壳聚糖,改性程度分别达到了2.60%、5.10%、8.75%和9.49%。最后用三聚磷酸钠交联制备了叶酸改性壳聚糖微球,并用激光粒度仪系统地分析了三聚磷酸钠和改性壳聚糖的用量比例及浓度对微球的粒径、Zeta电位的影响。研究发现,随着三聚磷酸钠与改性壳聚糖的比值增大,微球的粒径和Zeta电位都增大,当比值增加到一定的程度,微球的粒径会快速增加。对三聚磷酸钠和改性壳聚糖加入浓度的研究,发现浓度的增大将导致粒径的增大和Zeta电位的降低。     

PC端与移动端界面布局相关性评价方法研究

目的分析与评价同款软件在PC端界面与移动端界面布局的相关性。方法分析软件产品的界面设计结构特征及布局描述方法,确定描述界面布局的关键指标,对这些指标进行权重系数的分析计算,并将指标量化,通过相关度分析将两个终端界面量化后的各指标做相关系数的计算。结论结合每个指标的权重值,得出两个终端界面布局的相关程度。     

Contextual heat island assessment for pavement preservation

Pavement preservation (PP) is a planned set of construction and material interventions that can extend the pavement’s service life and may also impact sustainability through Heat Island (HI) mitigation. The HI mitigation potential can vary from location-to-location and with time. For agencies to widely adopt the PP, it is necessary to quantify the benefits based on the context of the project. A method to calculate the Global Warming Potential (GWP) for the HI effect was developed and illustrated for four cities in the US: Chicago, Austin, San Diego and Philadelphia, for hypothetical pavements with three preservation options: chip seals, a concrete inlay, and an asphalt concrete inlay. The use phase GWP with respect to HI was estimated for all cases given a 2-, 5-, 7- or 10-year service life. Overall, the HI in the use phase was found to dominate the total GWP relative to the materials and construction phases. The HI GWP savings increase over time, with the 10-year savings being greatest for San Diego using the concrete inlay (22.5?kg CO₂-eq/m²) and smallest for Chicago with a chip seal (8.0?kg CO₂-eq/m²). The savings were found to increase in areas that have a more pronounced HI and could offset GWP in the other phases. The proposed method allows agencies to estimate HI GWP for a specific preservation strategy, location and service life.     

基于粗糙集的一体化保障技术属性约简问题研究

一体化保障技术是目前提高复杂武器系统测试和保障能力的研究重点,为解决一体化保障技术中存在的指标冗余问题,结合粗糙集相关理论,提出了基于属性重要性和属性间影响度的约简算法;通过在某型一体化保障设备的柴油发电机子模块中应用该算法,在精简测试指标的同时,保证了较高的测试准确性,缩短了测试时间,验证并说明该理论可以有效地解决一体化保障技术中的指标冗余问题。     

两个宽带噪声矢量场模型的空间相关特性

针对宽带噪声矢量场的空间相关特性问题,文章讨论了各向同性噪声模型和表面噪声模型。在高频近似条件下,根据射线声学理论和简谐平面行波满足的欧拉公式,采用时域建模方法分别建立了宽带各向同性噪声和表面噪声矢量场模型。给出了噪声场相关函数的积分表达式和竖直方向空间相关系数的解析表达式。数值分析结果表明,相较于窄带噪声矢量场,宽带噪声矢量场各分量空间相关系数振荡幅度更小,随空间两点间距的增大更快地趋近于零;噪声源指向性对表面噪声场竖直方向上的空间相关特性的影响显著。相较于已有的宽带噪声空间相关系数计算方法,文中模型无需使用傅里叶合成方法,可通过时域建模直接获得宽带噪声空间相关函数。     

空域反转阵导向最小方差波束形成

文章研究了基于空域反转阵（Spatial Reversion Array,SRVA）的导向最小方差（Steered Minimum Variance,STMV）波束形成方法。根据空域反转阵的原理将均匀线阵列的快拍进行空间反转,再与原阵列快拍卷积,得到孔径扩大近一倍的空域反转阵,提高阵列性能。将同样的方法用于构造空域反转阵的导向向量,实现其导向最小方差（SRVA-STMV）波束形成。仿真和海试试验结果表明,相较于常规的STMV波束形成,空域反转阵STMV波束形成能够获得更窄的主瓣、更低的旁瓣、更高的输出信干噪比以及更好的多目标分辨能力。