Preconditioner updates for solving sequences of linear systems in matrix‐free environment

We present two new ways of preconditioning sequences of nonsymmetric linear systems in the special case where the implementation is matrix free. Both approaches are fully algebraic, they are based on the general updates of incomplete LU decompositions recently introduced in (SIAM J. Sci. Comput. 2007; 29 (5):1918–1941), and they may be directly embedded into nonlinear algebraic solvers. The first of the approaches uses a new model of partial matrix estimation to compute the updates. The second approach exploits separability of function components to apply the updated factorized preconditioner via function evaluations with the discretized operator. Experiments with matrix‐free implementations of test problems show that both new techniques offer useful, robust and black‐box solution strategies. In addition, they show that the new techniques are often more efficient in matrix‐free environment than either recomputing the preconditioner from scratch for every linear system of the sequence or than freezing the preconditioner throughout the whole sequence. Copyright © 2010 John Wiley & Sons, Ltd.     

浙江省绿色建筑的发展和技术应用

总结了浙江省现有的绿色建筑项目的 发展现状和技术应用情况,并分析了其发展特点及目前存在的问题.结果 表明,浙江省绿色建筑发展仍然存在城市之间的不平衡和技术应用上的不平衡;但绿色建筑技术的增量成本逐步下降并趋于平稳,这将有利于绿色建筑技术的推广应用.     

档案管理中文本数据的增量多模态聚类方法

随着现代档案管理数据量的不断增长,有效地对档案文本进行聚类划分能够提升档案分类和检索的效率。文中提出2种增量多模态文本数据聚类方法,通过对文本内容进行多视角分析,融合挖掘文本的潜在主题特征,提升文本聚类的准确性。此外,设计文本聚类多模态增量学习模型,提升海量、动态文本划分的效率。在文本数据集上的实验结果表明,文中提出的增量多模态文本聚类方法优于单模态和多模态聚类算法,能够对文本数据进行有效划分。     

基于增量动态逆的大型民用飞机容错控制策略

作动器故障是大型民用飞机飞行安全中面临的重要难题,为此,提出一种增量动态逆的容错控制方法,来解决飞行控制系统故障模式下的安全飞行控制问题.首先建立大型民用飞机非线性动力学模型及执行器故障模型;其次,根据非线性动态逆理论,提出增量形式的动态逆算法,并针对执行器故障模式,设计相应的容错控制器,增量动态逆控制引入加速度信号反...