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Information technology and systems 资讯科技及系统
Pub Date : 2019-01-01 DOI: 10.1007/978-3-031-33258-6
N. Jindal
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引用次数: 27
Book review editorial 书评社论
Pub Date : 2015-09-01 DOI: 10.1177/1471301215594554
C. Swarbrick
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引用次数: 0
Book review editorial 书评社论
Pub Date : 2014-12-01 DOI: 10.1108/PR-05-2014-0119
O. Mallett, G. Porter
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引用次数: 0
A combined forecasting method integrating contextual knowledge 一种整合上下文知识的组合预测方法
Pub Date : 2011-01-01 DOI: 10.4018/978-1-4666-3998-0.ch019
Huang An-qiang, Wang. Shouyang
According to Qian's meta-synthesis theory and TEI@I methodology,this paper proposes a combined forecasting method based on integrated contextual knowledge(CFMIK).Utilizing contextual knowledge to guide the forecasting process,this method can cover the influence of those factors that cannot be explicitly included in the forecasting model,and thus it can decrease the forecast error from stochastic events to some extent.Through a container throughput forecast case,this paper compares the performance of CFMIK,AFTER(a combined forecasting method) and 3 single models(ARIMA,BP-ANN, Exponential Smoothing).The results show that the performance of CFMIK is better than that of the remaining ones.
根据Qian的元综合理论和TEI@I方法,本文提出了一种基于整合语境知识(CFMIK)的组合预测方法。该方法利用上下文知识指导预测过程,可以覆盖预测模型中不能明确包含的因素的影响,从而在一定程度上减小随机事件的预测误差。通过一个集装箱吞吐量预测案例,比较了CFMIK、AFTER(一种组合预测方法)和3种单一模型(ARIMA、BP-ANN、指数平滑)的性能。结果表明,CFMIK的性能优于其他几种。
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引用次数: 1
Optimal Model of Strip-and-Roll Hedge based on the Min-Variance 基于最小方差的条条滚动套期保值最优模型
Pub Date : 2009-12-01 DOI: 10.1016/S1874-8651(10)60095-6
Guo-tai CHI , Zhong-yuan YANG

When the longest holding period of futures contracts is shorter than the hedging period, the hedger has to use the overlap of two or more futures contracts to hedge for the spot. In this article, using the shorter futures contract-by-stack to construct the hedging portfolio, which makes the time of the hedging portfolio equal to the spot's time, the optimal model of strip-and-roll hedge based on the min-variance is set up. First, by establishing the risk function of the overlap futures-contracts to gain the optimal hedging ratio, controlling problem of the total risk in the series of complicated time is solved. Second, in the total hedging risk of the smallest cases, the proportion of relations of the different overlap futures will be concluded and then the optimal ratio of different futures in the overlap interval. Empirical studies show that the efficiency of hedging in this study is higher than the existing stack-and-roll hedge model.

当期货合约的最长持有期小于套期保值期时,套期保值者必须利用两个或两个以上期货合约的重叠部分来套期保值。本文利用较短的期货逐笔合约构建套期保值组合,使套期保值组合的时间等于现货的时间,建立了基于最小方差的条带滚期套期保值最优模型。首先,通过建立重叠期货合约的风险函数来获得最优套期保值比率,解决了复杂时间序列中总风险的控制问题。其次,在总对冲风险最小的情况下,得出不同重叠期货的关系比例,进而得出不同期货在重叠区间内的最优比例。实证研究表明,本研究的套期保值效率高于现有的叠卷套期保值模型。
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引用次数: 2
Pricing Mortgage-Backed Security: An Empirical Analysis 抵押贷款支持证券定价:实证分析
Pub Date : 2009-12-01 DOI: 10.1016/S1874-8651(10)60089-0
Ji-chang Dong, Ji-xue Liu, Cheng-hao Wang, Hong Yuan, Wen-jun Wang

This article summarizes the factors and basic theory in mortgaged-backed securities pricing, builds suitable models for Chinese MBS product, and carries out empirical study on Jianyuan 2007-1RMBS. By assimilating the successful experiences of developed countries and regions, BDT model is applied to construct term structure of 1-year interest rate, and then under the assumption that CPR is 100% PSA, binary tree of interest rate path is generated through Monte-Carlo simulation, and finally, the option-adjusted spread (OAS) values of three tranches are calculated. The conclusion is that when OAS is low, the nominal spread equals to or slightly higher than OAS, while the difference will gradually expand with the OAS increasing. Moreover, the OAS pricing method more adapts to market-oriented interest rates, and can be used as reference in Chinese MBS pricing in the future.

本文总结了抵押贷款支持证券定价的影响因素和基本理论,构建了适合我国抵押贷款支持证券产品的定价模型,并对建源2007-1RMBS进行了实证研究。通过吸收发达国家和地区的成功经验,运用BDT模型构建1年期利率期限结构,然后在假设CPR为100% PSA的情况下,通过蒙特卡罗模拟生成利率路径二叉树,最后计算出三个等级的期权调整价差(OAS)值。结论是,当OAS较低时,名义价差等于或略高于OAS,而差异会随着OAS的增加而逐渐扩大。此外,OAS定价方法更适应市场化利率,可为未来我国MBS定价提供借鉴。
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引用次数: 5
Support System for Predicting Online Auction End Prices 预测在线拍卖终端价格的支持系统
Pub Date : 2009-12-01 DOI: 10.1016/S1874-8651(10)60093-2
Y. Liu, Yuqiang Feng, Zhen Shao
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引用次数: 7
Loan Rate Pricing of SME Financing based on Agent-based Computational Finance Approach 基于agent计算金融方法的中小企业融资贷款利率定价
Pub Date : 2009-12-01 DOI: 10.1016/S1874-8651(10)60087-7
Xiong XIONG , Cui GUO , Wei ZHANG , Yong-jie ZHANG

From the perspective of Chinese commercial banks' loan pricing, combined with credit rationing theory, using the method of agent-based computational finance(ACF), to do the bank loan's simulation experiment both on “one cutting” type of interest rate pricing and a comprehensive pricing model. From the comparison, we found that the different interest rates pricing model impact SMEs loan. From the experiment when the loan interest rate raise to a certain extent, the earning of bank will reduce accompany by the increasing of interest rate, to some extent, reflecting the credit rationing phenomenon of SMEs(Small and Medium Enterprises). Through the experiment we found that the comprehensive loan interest rate pricing method slow down their financing difficulties, and they also don't reduce bank's earning. So the commercial banks should choose a reasonable interest rate pricing model, according to the loan amount, credit grade, asset-liability ratio, the way of security, and other indicators, according to the risk of small, low cost, and the specific circumstances of the borrower companies, to implement different interest rate.

从我国商业银行贷款定价的角度出发,结合信贷配给理论,运用基于agent的计算金融(ACF)方法,对“一次降息”型利率定价和综合定价模型下的银行贷款进行了模拟实验。通过比较,我们发现不同的利率定价模式对中小企业贷款的影响。从实验来看,当贷款利率提高到一定程度时,银行的收益会随着利率的提高而减少,一定程度上反映了中小企业的信贷配给现象。通过实验发现,综合贷款利率定价方法缓解了中小企业的融资困难,也没有降低银行的收益。因此商业银行应选择合理的利率定价模式,根据贷款金额、信用等级、资产负债率、担保方式等指标,根据借款人公司风险小、成本低的具体情况,实施不同的利率。
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引用次数: 2
Online Risk-Reward Model for Time-Cost Tradeoff in Project Management 项目管理中时间成本权衡的在线风险-回报模型
Pub Date : 2009-12-01 DOI: 10.1016/S1874-8651(10)60094-4
Guan-qun NI , Yin-feng XU , Xiao-wen XU

Taking into account the uncertain delay of work on the critical path, the online strategy and competitive analysis are introduced into time-cost optimizing in project management. The competitive ratio of the strategy is given, and the prerushing strategy is proved to be the best determinate one. The relationship between the general strategy and the optimal offline strategy is analyzed, and three properties are discovered. On this basis, this article designs the risk-tolerance strategy and proves its competitive ratio to help the project manager in choosing the optimal strategy according to his own risk tolerance and forecast.

考虑关键路径上工作延迟的不确定性,将在线策略和竞争分析引入到项目管理的时间成本优化中。给出了各策略的竞争比,并证明了预冲策略是最优确定策略。分析了一般策略与最优离线策略之间的关系,发现了三个性质。在此基础上,设计风险承受策略并证明其竞争比,帮助项目经理根据自身的风险承受能力和预测选择最优策略。
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引用次数: 4
RMB Exchange Rate Forecasting in the Context of the Financial Crisis 金融危机背景下的人民币汇率预测
Pub Date : 2009-12-01 DOI: 10.1016/S1874-8651(10)60090-7
Bo SUN , Chi XIE

This article offers an effective solution of forecasting the RMB exchange rate volatility during the financial crisis period. Based on the test of nonlinearity structure in the exchange rate system via the method of surrogate data, the optimal lag periods for each specific exchange rate series were computed by autocorrelation criterion (AC) approach, and then, the structure of multilayer perceptrons (MLP) and recurrent neural networks (RNN) were applied to build the homogeneous artificial neural network (ANN) model. The comparison of the forecast results of ANNs with different parameters shows that, according to the specific exchange rate series, the forecast performance of ANN models with different freedom of degrees has obvious differences in different forecast periods. The RNN model, which contains layer feedback process, has showed great ability to explain and forecast the RMB exchange rates volatility behavior. The optimal forecasting model for each RMB exchange rate volatility series has been found and explained.

本文为预测金融危机时期人民币汇率波动提供了一个有效的解决方案。在采用替代数据法检验汇率系统非线性结构的基础上,采用自相关准则(AC)法计算各特定汇率序列的最优滞后期,然后利用多层感知器(MLP)结构和递归神经网络(RNN)构建同构人工神经网络(ANN)模型。对不同参数的人工神经网络预测结果的比较表明,根据具体的汇率序列,不同自由度的人工神经网络模型在不同的预测期内的预测性能有明显的差异。包含层反馈过程的RNN模型对人民币汇率波动行为的解释和预测能力较强。找到并解释了人民币汇率各波动序列的最优预测模型。
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引用次数: 3
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Systems Engineering - Theory & Practice
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