基于综合模拟法与支持向量机的水资源预警分析

提出并确定了哈尔滨市水资源可持续利用预警指标的警度.利用反馈法确定了预警指标的警限,采用2次检验的方法对其预警有效性进行了检验,设计了预警信号灯系统,并对哈尔滨市水资源可持续利用进行监测预警;运用支持向量机的方法预警指标值进行预测,对哈尔滨市水资源可持续利用进行趋势预警,包括单指标趋势预警和多指标趋势预警,进而获得了趋势预警的结果.     

资源量与开工时刻限制下航空公司地面作业调度问题

根据航空公司实际地面作业背景,提出了一个资源量与开工时刻双重限制下的排序模型.已知有若干个任务和有限的资源量,每个任务有一个到达时刻及要求完工期限.以极小化最大的延误时间为目标给出了一个启发式的多项式算法,并界定了近似解与最优解的误差范围.     

同时具有学习效应和退化效应的单机排序问题

本文给出了一种同时具有一般化学习效应和退化效应的单机排序模型。在此模型中,工件的实际加工时间既与工件所在位置又与其开工时间有关,且工件在加工之后具有一个配送时间。其中学习效应是工件所在位置的函数,退化效应是工件开工时间的函数。证明了极小化最大完工时间和极小化总完工时间问题是多项式可解的,在满足一定的条件下,极小化加权总完工时间和极小化最大延误问题也是多项式可解的。推广了一些已有文献中的结论。     

应用小波特征提取肺癌组织FTIR的支持向量机分类方法研究

提出了一种新的基于傅里叶变换红外光谱(Fourier Transform Infrared Spectroscopy, FTIR)的小波特征提取与支持向量机(SVM)分类方法以提高FTIR对早期肺癌的诊断准确率. 对肺正常组织、早期肺癌及进展期肺癌组织的FTIR, 利用连续小波(CW)多分辨率分析法提取9个特征量, 支持向量机把其分为正常组与非正常组(包括早期肺癌和进展期肺癌), 对正常组织、早期肺癌和进展期肺癌的识别, 多项式核函数和径向基函数的识别准确率最高. 多项式核函数对正常组织、早期肺癌和进展期肺癌的识别准确率分别为100%, 95%及100%; 径向基函数分别为100%, 95%和100%. 实验结果表明FTIR-CW-SVM模式分类方法对正常肺癌组织、早期肺癌及进展肺癌的识别具有较好的可行性.     

Super Early Scan of PSMA PET/CT in Evaluating Primary and Metastatic Lesions of Prostate Cancer

⁶⁸Ga-prostate specific membrane antigen (PSMA)-11 PET/CT has been widely used in the diagnosis of prostate cancer (PCa); however, the urine lead shielding resulting from the urinary metabolism of tracers may obstruct the detection of surrounding metastasis. In this research, the additive value of super early scanning in diagnosing primary lesions and metastasis in the pelvic cavity was evaluated. Firstly, the differentiation efficiency of ⁶⁸Ga-PSMA-11 PET scanned at 3 min post-injection (min P.I.) was measured in PSMA-positive (22rv1 cells) and PSMA-negative (PC3 cells) model mice. Secondly, 106 patients were scanned at 3 min P.I. for the pelvic cavity and then scanned as a standard protocol at 45 min P.I. In the results, the differential diagnosis of PSMA expression was completely reflected as early as 3 min P.I. for mice models. For patients, when correlated with the Gleason score, the quantitative results of the super early scan displayed a comparable correlation coefficient with the routine scan. The target to bladder ratios increased from 1.44 ± 2.40 at 45 min to 10.10 ± 19.10 at 3 min (p < 0.001) for the primary lesions, and it increased from 0.99 ± 1.88 to 9.27 ± 23.03 for metastasis. Meanwhile, the target to background ratios increased from 2.21 ± 2.44 at 3 min to 19.13 ± 23.93 at 45 min (p < 0.001) for the primary lesions, and it increased from 1.68 ± 2.71 to 12.04 ± 18.73 (p < 0.001) for metastasis. In conclusion, super early scanning of ⁶⁸Ga-PSMA-11 PET/CT added referable information for metastasis detection in order to avoid disturbing tracer activity in the urinary system.     

人血清血卟啉荧光光谱的双正交样条小波识别

人血清中血卟啉含量很低,其荧光光谱强度很弱,往往呈肩峰形态,难以识别其位置和荧光强度。双正交样条小波可实现对其弱信号的分辨。在血清背景荧光光谱上叠加血卟啉荧光信号,并改变其荧光强度,得到一系列强度改变的 血清血卟啉荧光光谱。用双正交样条小波bior5.5对获取的荧光光谱通过7次小波分解,将背景与卟啉荧光信号分离,得到了离散逼近信号(a₁～a₇)和离散细节信号(d₁～d₇)。结果 表明,信号频率随着分解次数的增加逐步降低。当分解到第7次时,出现了血卟啉荧光特征峰。信号峰的位置随着信号强度的下降蓝移约2.5 nm,而通过小波滤波器提取的信号峰的位置不变。随着信号的强度降低,信号峰的位置逐渐消失 ,因而其荧光强度与荧光峰的位置无法确定,而通过小波滤波器提取的信号则不受影响,且灵敏度高,从而实现了用双正交样条小波对人血清血卟啉荧光光谱的识别。由于小波变换是线性变换,离散细节信号保持信号原有的线性关系,可 以用来对血清中所含血卟啉的准确成份和定量信息,从而进行定性和定量分析,为血清荧光光谱用于肿瘤的早期诊断提供了一种方法。     

超声心动图对胎儿卵圆孔血流受限或提前闭合的临床诊断价值分析

为探讨超声心动图诊断胎儿卵圆孔血流受限或提前闭合(FO-R/C)的价值,本文分析了 31例FO-R/C胎儿(观察组)和30例正常胎儿(对照组)超声心动图资料,以病理或出生后超声心动图诊断结果为准,分析超声心动图诊断FO-R/C的效能.结果显示,观察组胎儿卵圆孔最大流度、右室与左室内径比值(RV/LV)、右房与左房内径比...     

A discussion on the kinetic behavior of Ziegler–Natta ethylene polymerization at early moments of the reaction via modeling

The gas-phase ethylene polymerizations with SiO₂-supported Ziegler–Natta (ZN) catalyst at early moments of reaction is modeled. The experimental data used in this work show that at initial stages of the polymerization there is a sharp reduction in the reaction rate and a sharp rise in molecular weight. In the modeling, multi-active sites assumption and diffusion limitations inside the particle are studied. Energy balance to calculate the temperature at early moment is applied. Kinetic model including initiation, propagation, chain transfers and active site deactivation steps are used to predict the reaction rate and molecular weights. Polymeric flow model (PFM) is applied for single particle model (SPM). The results show two distinct regions. First region with sharp gradient for reaction rate and molecular weights and then, shortly there is a smooth region in which the changes in rate and molecular weights are slow. To fit this sharp gradient followed by a nearly steady state behavior two types of active sites are necessary. A group of highly active sites which deactivated soon and the active sites with lower activity and relatively long-lasting.     

Validation of the Numen Field by the Energy Conditions in the Early Universe

The energy conditions in general relativity are introduced to establish powerful theorems without having to restrict their applicability to specific choices of the stress-energy tensor. They are famously invoked, e.g., to prove the singularity theorems of Penrose and Hawking, but have also been applied elsewhere, including various tests of certain cosmological theories. These conditions have become somewhat controversial, however, because they appear to be violated by commonly accepted scenarios, such as inflation shortly after the Big Bang and late-time acceleration of the cosmic expansion. But accommodating these processes by abandoning all of the energy conditions will promote other disquieting possibilities, including the breakdown of causality with traversable wormholes and closed timeloops. This paper advocates for the opposite viewpoint, demonstrating that the ‘numen’ scalar field, derived from the zero active mass condition in general relativity, satisfies all of the energy conditions in the early Universe. This unique feature among scalar fields adds to its success in accounting for the observed properties of the cosmic microwave background better than its inflationary counterpart. Specifically, numen's complete consistency with all of the energy conditions, and inflation's violation of at least one of them, provides additional justification for theoretically favoring the former over the latter.