基于码头闸口数据的集卡周转时间短时预测方法

为给车辆调度优化以及集卡预约系统设计提供重要参考,利用所采集的深圳市某港口的码头闸口数据,建立一种基于数据挖掘的集卡周转时间短时预测方法.首先,通过对码头闸口数据进行分析,获取车辆到达时间分布、任务类型、作业方式等集卡作业特征以及集卡在码头内的周转时间;在此基础上,利用循环神经网络并结合训练集数据,建立集卡作业特征与其周转时间之间的映射关系.其次,为减少随机波动对周转时间预测效果的影响,利用小波分解算法对循环神经网络拟合结果的残差进行高频噪声分离,并通过自回归模型拟合过滤后的低频序列.最后,将拟合后的循环神经网络与自回归模型进行结合,建立一种支持集卡周转时间短时预测的组合模型,并利用测试集数据进行有效性验证.结果 表明,相比单一的循环神经网络,该组合模型可以大幅提升预测精度.     

结合流形结构与柔性嵌入的多标签特征选择

将线性回归模型与流形结构相结合,构成了弱线性多标签特征选择的联合框架。首先,用最小二乘损失函数来学习回归系数矩阵;其次,通过标签流形结构来学习数据特征的权重矩阵;再次,用L2,1-范数来约束回归系数矩阵和特征权重矩阵,这样既能引导稀疏性,又有利于特征选择。此外,设计并证明了具有收敛性的迭代更新算法来解决上述提出的问题。最后,所提出的方法在多个经典多标签数据集上进行了验证,实验结果表明了所提算法的有效性。     

基于淀粉经济、无毒的比色潜指纹检测

构建了一种基于淀粉的经济、无毒、实时的潜指纹比色检测方法.利用淀粉与指纹之间的氢键和范德华力作用,使淀粉有效识别出无孔和多孔基底上的潜指纹.通过将不同颜色的植物染料混合进淀粉,解决了由淀粉与基底之间顺色导致的检测对比度差的难题.该方法还表现出对老化潜指纹和重叠潜指纹的良好检测效果.     

根的存在定理的推广及其应用

众所周知，在《数学分析》中会遇到连续函数的一个重要定理，即根的存在定理，此定理对方程根的存在性判别起着重要作用.将这方面已有的定理进行推广，并用例题说明其应用情况.     

Guaranteed Cost Finite-Time Control of Fractional-Order Nonlinear Positive Switched Systems with D-Perturbations via MDADT

This paper is concerned with the problem of guaranteed cost finite-time control of fractionalorder nonlinear positive switched systems(FONPSS) with D-perturbation. Firstly, the proof of the positivity of FONPSS with D-perturbation is given, the definition of guaranteed cost finite-time stability is firstly given in such systems. Then, by constructing linear copositive Lyapunov functions and using the mode-dependent average dwell time(MDADT) approach, a static output feedback controller is constructed, and sufficient conditions are derived to guarantee that the corresponding closed-loop system is guaranteed cost finite-time stable(GCFTS). Such conditions can be easily solved by linear programming. Finally, an example is provided to illustrate the effectiveness of the proposed method.     

Speeding Up the GVW Algorithm via a Substituting Method

Journal of Systems Science and Complexity - The GVW algorithm is an efficient signature-based algorithm for computing Gröbner bases. In this paper, the authors consider the implementation of...     

Preparation and electrochemical performance of double perovskite La_2CoMnO_6 nanofibers

Through electrospinning,La_2Co Mn O_6 nanofibers were prepared from a polyvinylpyrrolidone/lanthanum nitrate–cobalt acetate–manganese acetate(PVP/LCM)precursor and were used as electrode materials.The morphologies and structures of the samples were characterized by field-emission scanning electron microscopy(FE-SEM),transmission electron microscopy(TEM),X-ray diffraction(XRD),and Brunauer-Emmett-Teller(BET)specific surface area analysis.The results show that the prepared La_2Co Mn O_6 nanofibers are stable,one-dimensional structures formed from interconnected La_2Co Mn O_(6 )nanoparticles with a diamond-like crystal structure.The specific surface area of the fibers is 79.407 m~2·g~(-1).Electrochemical performance tests with a three-electrode system reveal the specific capacitance of the La_2Co Mn O_6 nanofibers as 109.7 F·g~(-1) at a current density of 0.5 A·g~(-1).After 1000 charge-discharge cycles at a current density of 1 A·g~(-1),the specific capacitance maintains 90.9%of its initial value,demonstrating a promising performance of the constraint capacitance and good cyclic stability.     

Platelet-derived growth factor receptor beta identifies mesenchymal stem cells with enhanced engraftment to tissue injury and pro-angiogenic property

Mesenchymal stem cells (MSCs) are heterogeneous likely consisting of subpopulations with various therapeutic potentials. Here we attempted to acquire a subset of MSCs with enhanced effect in wound healing. We found that human placental MSCs expressing platelet-derived growth factor (PDGF) receptor (PDGFR)-β exhibited greater proliferation rates and generated more colony-forming unit-fibroblast (CFU-F), compared to PDGFR-β^? MSCs. Notably, PDGFR-β⁺ MSCs expressed higher levels of pro-angiogenic factors such as Ang1, Ang2, VEGF, bFGF and PDGF. When 10⁶ GFP-expressing MSCs were topically applied into excisional wounds in mice, PDGFR-β⁺ MSCs actively incorporated into the wound tissue, resulting in enhanced engraftment (3.92 ± 0.31 × 10⁵ remained in wound by 7 days) and accelerated wound closure; meanwhile, PDGFR-β^? MSCs tended to remain on the top of the wound bed with significantly fewer cells (2.46 ± 0.26 × 10⁵) engrafted into the wound, suggesting enhanced chemotactic migration and engraftment of PDGFR-β⁺ MSCs into the wound. Real-Time PCR and immunostain analyses revealed that the expression of PDGF-B was upregulated after wounding; transwell migration assay showed that PDGFR-β⁺ MSCs migrated eightfold more than PDGFR-β^? MSCs toward PDGF-BB. Intriguingly, PDGFR-β⁺ MSC-treated wounds showed significantly enhanced angiogenesis compared to PDGFR-β^? MSC- or vehicle-treated wounds. Thus, our results indicate that PDGFR-β identifies a subset of MSCs with enhanced chemotactic migration to wound injury and effect in promoting angiogenesis and wound healing, implying a greater therapeutic potential for certain diseases.     

具预警状态的单模块可修复系统的指数稳定性

研究了具有预警状态的单模块可修复系统，将其动态变化过程用一组微分方程描述.通过选取适当的状态空间和系统算子的定义域，将方程化为Banach空间中的抽象柯西问题.利用泛函分析和线性算子半群理论证明了系统具有严格占优的单重的0本征值，说明系统的解满足渐近稳定性，并求出其稳态解.随后通过研究系统主算子的谱分布，证明了系统主算子的本质谱界为负.最后讨论了系统主算子在紧扰动下的本质谱界变化情况，结果表明系统的动态解是指数稳定的.     

空肠异位胰腺伴胰岛细胞瘤样增生并肠梗阻误诊为神经内分泌肿瘤病理分析

目的探讨小肠异位胰腺的临床病理学特征及鉴别诊断.方法观察1例空肠异位胰腺伴胰岛细胞增生并发肠梗阻患者的临床表现,依据组织病理学特征并结合相关文献讨论其临床病理特点.结果患者术中空肠系膜缘对侧肠壁见一肿物,大小约2 cm×1 cm×0.8 cm,表面呈结节样,质地韧,活动度差,术中行快速病理学检查,结果为(空肠)神经内分泌肿瘤,术后石蜡切片结果为空肠异位胰腺伴胰岛细胞增生.结论异位胰腺是一种比较罕见的先天性异位器官,大量增生的胰岛细胞单独存在,呈团状.石蜡切片显示:空肠黏膜下有腺泡、导管及胰岛结构,系胰岛细胞增生.