共查询到20条相似文献,搜索用时 0 毫秒
1.
Inconsistency of multi-perspective requirements specifications is a pervasive issue during the requirements process. However, managing inconsistency is not just a pure technical problem. It is always associated with a process of interactions and competitions among corresponding stakeholders. The main contribution of this paper is to present a negotiations approach to handling inconsistencies in multi-perspective software requirements. In particular, the priority of requirements relative to each perspective plays an important role in proceeding negotiation over resolving inconsistencies among different stakeholders. An algorithm of generating negotiation proposals and an approach to evaluating proposals are also presented in this paper, respectively. 相似文献
2.
一个证券组合投资分析的对策论方法 总被引:14,自引:0,他引:14
将给出证券组合投资分析的一个对策论方法 .将最小的可能收益作为风险的度量 ,将投资者的投资心理及证券市场的随机性考虑到模型之中 ,建立了证券组合投资的双层规划模型 ;对模型进行了理论分析、提出了求解算法 ;通过一个例子来说明如何用本文方法来进行证券组合投资分析. 相似文献
3.
In this paper, a KELM-based ensemble learning approach, integrating Granger causality test, grey relational analysis and KELM(Kernel Extreme Learning Machine), is proposed for the exchange rate forecasting. The study uses a set of sixteen macroeconomic variables including, import,export, foreign exchange reserves, etc. Furthermore, the selected variables are ranked and then three of them, which have the highest degrees of relevance with the exchange rate, are filtered out by Granger causality test and the grey relational analysis, to represent the domestic situation. Then, based on the domestic situation, KELM is utilized for medium-term RMB/USD forecasting. The empirical results show that the proposed KELM-based ensemble learning approach outperforms all other benchmark models in different forecasting horizons, which implies that the KELM-based ensemble learning approach is a powerful learning approach for exchange rates forecasting. 相似文献
4.
探讨动态复杂网络的新途径 总被引:9,自引:0,他引:9
郭进利 《系统工程理论与实践》2006,26(7):33-40
指出了BA模型分析过程的缺陷,考虑了复杂网络节点的到达时间间隔分布和寿命分布,将复杂网络与排队系统联系起来,从方法论上取得了突破,为复杂网络的研究提供了新途径.利用Markov链理论分析了G-M-P网络,获得了这类网络稳态度分布计算公式. 相似文献
5.
《系统工程与电子技术(英文版)》1997,(4)
AnApproachtoRCSComputationforComplexTargetsZhaoWeijiang&WangMaoguangXidianUniversity,Xi’an710071,P.R.China(ReceivedAugust9,19... 相似文献
6.
7.
证券组合投资分析的进化博弈方法 总被引:3,自引:0,他引:3
给出证券组合选择的一个进化博弈方法。将证券市场看成投资者群体博弈,其中财富流入更成功的投资策略,证券的价格由市场出清条件决定。在投资者为风险中性的假设下,我们指出惟一的纯策略Nash均衡是所有投资者按证券的(归一化后)期望收益成比例地分配财富,即根据证券的基本价值投资。进一步我们证明了该Nash均衡策略是Schaffer意义下的进化稳定策略。 相似文献
8.
9.
High-frequency stock trend prediction using machine learners has raised substantial interest in literature. Nevertheless, there is no gold standard to select the inputs for the learners. This paper investigates the approach of adaptive input selection(AIS) for the trend prediction of high-frequency stock index price and compares it with the commonly used deterministic input setting(DIS) approach.The DIS approach is implemented through computation of technical indicator values on deterministic period parameters. The AIS approach selects the most suitable indicators and their parameters for the time-varying dataset using feature selection methods. Two state-of-the-art machine learners, support vector machine(SVM) and artificial neural network(ANN), are adopted as learning models. Accuracy and F-measure of SVM and ANN models with both the approaches are computed based on the high-frequency data of CSI 300 index. The results suggest that the AIS approach using t-statistics,information gain and ROC methods can achieve better prediction performance than the DIS approach.Also, the investment performance evaluation shows that the AIS approach with the same three feature selection methods provides significantly higher returns than the DIS approach. 相似文献
10.
11.
12.
1 Introduction1 Bioinformatics is a rapidly expanding field involving a significant contribution from the data mining community. Many different problems are grouped into the general category of bioinformatics, including protein secondary structure prediction, drug discovery, DNA microarray analysis, gene prediction and genome analysis [17]. In this paper, we focus on two particular problems in which data mining can contribute: drug discovery and protein secondary structure prediction. Both … 相似文献
13.
14.
广义支持向量机优化问题的极大熵方法 总被引:7,自引:0,他引:7
依据最优化理论中的KKT互补条件建立了广义支持向量机的无约束优化模型,并给出了一种有效的光滑化近似解法极大熵方法,为求解支持向量机优化问题提供了一种新途径.该方法特别易于计算机实现,理论分析和数值实验结果表明了模型和算法的可行性和有效性. 相似文献
15.
将图像压缩与ITS交通路况图像电传视讯相结合,提出了一种基于机器学习参数选择的多项式拟合图像压缩编码方法.我们定义了两类指标来度量数据扫描方法对多项式拟合方法的影响;还研究了用机器学习方法选择得到的参数对图像扫描数据进行单调化处理;进而研究了用多项式拟合预处理数据的方法进行图像数据压缩.该法简单方便、快速高效,并已针对小幅复杂交通路况图像在中低信噪比取得了良好的结果.该法还可以推广到感兴趣区位于图像中心的一类图像. 相似文献
16.
17.
一种复杂曲柄摇杆机构运动学的计算机仿真 总被引:6,自引:1,他引:5
插秧机构曲柄摇杆机构运动十分复杂,教学中依靠繁琐的公式推导,既枯燥又不直观,况且随着杆件及运动参数的变化,其运动形式千变万化。利用SIMULINK平台,首先建立了数学模型,进行了实时仿真,输出了运动轨迹,插秧速度,加速度等图形。同时将机械优化设计结果进行仿真并绘出曲线,结合曲柄摇杆机构静态,运动及田间工作实况拍成的录像片,应用于多媒体教学中,收到的良好的效果。 相似文献
18.
基于极限学习机的生化过程软测量建模 总被引:2,自引:0,他引:2
针对极限学习机方法隐层神经元数目过多的缺陷,提出一种改进的极限学习机方法。在单隐层前向神经网络的隐层中,增加一类分类神经元,从而形成了一种新的单隐层神经网络结构。针对不同类样本数不相同的问题,提出了处理方法,使得可以利用相同的隐层神经元对不同类的学习样本进行拟合,这使得网络的隐层神经元数目大大降低,从而简化了模型的结构,提高了神经网络的计算速度。将这一方法应用于诺西肽发酵过程,建立了菌体浓度的软测量模型,实现了菌体浓度的在线预估。 相似文献
19.
经济复杂性系统主体学习算法理论综述 总被引:1,自引:0,他引:1
对经济复杂性系统研究文献中常见的主体学习算法进行了一个全面的梳理.将学习算法分为来自智能计算或演化计算的学习算法以及来自心理学和实验经济学的学习算法,并结合文献介绍了各类学习模型在经济学研究中的主要应用.还回顾了文献中对各种算法的分析比较,并对学习算法的发展前景进行了展望.由于学习算法还是一个相对较新的领域,对经济系统中个体学习行为需要进行更加深入的研究和探索. 相似文献
20.
In this paper, iterative learning control(ILC) is considered to solve the tracking problem of time-varying linear stochastic systems with randomly varying trial lengths. Using the two-dimensional Kalman filtering technique, the authors can establish a recursive framework for designing the learning gain matrix along both time and iteration axes by optimizing the trace of input error covariance matrix.It is strictly proved that the input error converges to zero asymptotically in mean square sense and thus the tracking error covariance converges. The extensions to that prior distribution of nonuniform trial lengths is unknown are also investigated with an asymptotical estimation method. Numerical simulations are provided to verify the effectiveness of the proposed framework. 相似文献