We applied the projection and contraction method to nonlinear complementarity problem (NCP). Moveover, we proposed an inexact implicit method for (NCP) and proved the convergence.
In this paper, we study the p-order cone constraint stochastic variational inequality problem. We first take the sample average approximation method to deal with the expectation and gain an approximation problem, furt...In this paper, we study the p-order cone constraint stochastic variational inequality problem. We first take the sample average approximation method to deal with the expectation and gain an approximation problem, further the rationality is given. When the underlying function is Lipschitz continuous, we acquire a projection and contraction algorithm to solve the approximation problem. In the end, the method is applied to some numerical experiments and the effectiveness of the algorithm is verified.展开更多
In this paper, we study the contraction linearity for metric projection in L p spaces. A geometrical property of a subspace Y of L p is given on which P Y is a contraction projection.
Taking the whole-process consulting service of an EPC general contracting project in an international financial center in Haikou as an example, this paper summarizes and discusses the investment control planning and p...Taking the whole-process consulting service of an EPC general contracting project in an international financial center in Haikou as an example, this paper summarizes and discusses the investment control planning and practice of EPC projects from the aspects of formulating the general idea of investment control, the preparation of the maximum bid price limit, and the formulation of the main investment control clauses in the contract, so as to be beneficial to the investment control of the construction of similar EPC general contracting projects.展开更多
Building information modelling(BIM),which is a new tool to manage information relating to a construction project throughout its entire life cycle,has been a hot discussion topic in the industry in recent years.With th...Building information modelling(BIM),which is a new tool to manage information relating to a construction project throughout its entire life cycle,has been a hot discussion topic in the industry in recent years.With the many capabilities it can offer,some early adaptors have applied it to solve problems in various areas including utilities.From their practical experience,it is learnt that we need to change our current workflow to apply BIM before the maximum benefits can be gained.The selection of project delivery method or contract type to manage a project defines the workflow and plays an important factor to the success of BIM adoption.This paper will study the problems in applying BIM on traditional project delivery method;other new contract types available in the market;and how they can bring further value in BIM implementation with examples from different countries.展开更多
The general contracts of Fuqing and Fangjiashannuclear power projects affiliated to CNNC were signedon April 30th. It is the first time for CNNC to developnuclear power projects by EPC contracts includingdesign, purch...The general contracts of Fuqing and Fangjiashannuclear power projects affiliated to CNNC were signedon April 30th. It is the first time for CNNC to developnuclear power projects by EPC contracts includingdesign, purchasing and construction.Fuqing nuclear power project is located in展开更多
The main manufacturer and its suppliers＇ relationship management is very important for success of the large aircraft project. The study concentrates on analysis of the relationship management on a psychological con- ...The main manufacturer and its suppliers＇ relationship management is very important for success of the large aircraft project. The study concentrates on analysis of the relationship management on a psychological con- tract perspective, shows that constructing good psychological contract is useful to promote mutual trust, reduce the transaction cost caused by incompleteness of formal contract, avoid the risk of supplier management between the main manufacturer and suppliers of the large aircraft project. And with further understanding of the dynamic contracting process as well as formation framework of psychological contract between the main manufacturer and suppliers, we can better understand the relationship black-box and provide a new perspective for the study of the relationship management, then given some constructive suggestions to supplier relationship management.展开更多
局部保持投影算法的性能主要依赖于构造的最近邻图,而构造最近邻图时容易受到原始数据冗余信息的干扰,以及没有良好的依据选择合适的热核参数带来的影响,导致不能充分挖掘高维数据的局部结构信息,在低维嵌入过程中也易对噪声和异常值较...局部保持投影算法的性能主要依赖于构造的最近邻图,而构造最近邻图时容易受到原始数据冗余信息的干扰,以及没有良好的依据选择合适的热核参数带来的影响,导致不能充分挖掘高维数据的局部结构信息,在低维嵌入过程中也易对噪声和异常值较为敏感,影响其在故障诊断应用中的特征提取能力。针对以上问题,提出基于收缩自编码器和流形排序的局部保持投影算法(Locality Preserving Projections algorithm based on Contractive Auto-Encoder and Manifold Ranking,CAE-MRLPP),并用于机械设备故障诊断。首先,将样本标签信息和斯皮尔曼相关系数结合,预调整样本间距;其次,引入流形排序思想,根据样本点与邻域点在彼此邻域集中的排序位置信息以及二者的互邻个数信息来构造权重;最后,将收缩自编码器与基于流形排序的局部保持投影相融合,通过梯度下降法迭代优化求解出最优的投影矩阵,进而得到故障数据的低维表示。分别在滚动轴承数据集和抽油机数据集上进行了多项验证,故障识别准确度均在98%以上,表明该算法具有良好的特征提取能力,能够有效提高故障识别准确度,同时具有较好的鲁棒性和泛化能力。展开更多
基金Supported by the National Natural Science Foundation of China (No. 202001036)
文摘We applied the projection and contraction method to nonlinear complementarity problem (NCP). Moveover, we proposed an inexact implicit method for (NCP) and proved the convergence.
文摘In this paper, we study the p-order cone constraint stochastic variational inequality problem. We first take the sample average approximation method to deal with the expectation and gain an approximation problem, further the rationality is given. When the underlying function is Lipschitz continuous, we acquire a projection and contraction algorithm to solve the approximation problem. In the end, the method is applied to some numerical experiments and the effectiveness of the algorithm is verified.
基金Supported by the natural science foundation of Hebei
文摘In this paper, we study the contraction linearity for metric projection in L p spaces. A geometrical property of a subspace Y of L p is given on which P Y is a contraction projection.
文摘Taking the whole-process consulting service of an EPC general contracting project in an international financial center in Haikou as an example, this paper summarizes and discusses the investment control planning and practice of EPC projects from the aspects of formulating the general idea of investment control, the preparation of the maximum bid price limit, and the formulation of the main investment control clauses in the contract, so as to be beneficial to the investment control of the construction of similar EPC general contracting projects.
文摘Building information modelling(BIM),which is a new tool to manage information relating to a construction project throughout its entire life cycle,has been a hot discussion topic in the industry in recent years.With the many capabilities it can offer,some early adaptors have applied it to solve problems in various areas including utilities.From their practical experience,it is learnt that we need to change our current workflow to apply BIM before the maximum benefits can be gained.The selection of project delivery method or contract type to manage a project defines the workflow and plays an important factor to the success of BIM adoption.This paper will study the problems in applying BIM on traditional project delivery method;other new contract types available in the market;and how they can bring further value in BIM implementation with examples from different countries.
文摘The general contracts of Fuqing and Fangjiashannuclear power projects affiliated to CNNC were signedon April 30th. It is the first time for CNNC to developnuclear power projects by EPC contracts includingdesign, purchasing and construction.Fuqing nuclear power project is located in
基金COMAC management system innovation model research(NAEK0001)Humanities and social sciences planning project of the Ministry of Education(12YJA630008)
文摘The main manufacturer and its suppliers＇ relationship management is very important for success of the large aircraft project. The study concentrates on analysis of the relationship management on a psychological con- tract perspective, shows that constructing good psychological contract is useful to promote mutual trust, reduce the transaction cost caused by incompleteness of formal contract, avoid the risk of supplier management between the main manufacturer and suppliers of the large aircraft project. And with further understanding of the dynamic contracting process as well as formation framework of psychological contract between the main manufacturer and suppliers, we can better understand the relationship black-box and provide a new perspective for the study of the relationship management, then given some constructive suggestions to supplier relationship management.
文摘局部保持投影算法的性能主要依赖于构造的最近邻图,而构造最近邻图时容易受到原始数据冗余信息的干扰,以及没有良好的依据选择合适的热核参数带来的影响,导致不能充分挖掘高维数据的局部结构信息,在低维嵌入过程中也易对噪声和异常值较为敏感,影响其在故障诊断应用中的特征提取能力。针对以上问题,提出基于收缩自编码器和流形排序的局部保持投影算法(Locality Preserving Projections algorithm based on Contractive Auto-Encoder and Manifold Ranking,CAE-MRLPP),并用于机械设备故障诊断。首先,将样本标签信息和斯皮尔曼相关系数结合,预调整样本间距;其次,引入流形排序思想,根据样本点与邻域点在彼此邻域集中的排序位置信息以及二者的互邻个数信息来构造权重;最后,将收缩自编码器与基于流形排序的局部保持投影相融合,通过梯度下降法迭代优化求解出最优的投影矩阵,进而得到故障数据的低维表示。分别在滚动轴承数据集和抽油机数据集上进行了多项验证,故障识别准确度均在98%以上,表明该算法具有良好的特征提取能力,能够有效提高故障识别准确度,同时具有较好的鲁棒性和泛化能力。
