Krylov算法也是如此,全称是Krylov Subspace Methods 或者 Krylov Subspace Iteration Method。实际指的是,利用Krylov这种思想,用迭代的方式,建立一个合理的子空间,在这个子空间中求解矩阵运算的问题,从而来逼近要求的解。在不同的问题上,比如:线性方程组问题、还是特征值问题、还是广义特征值问题等,Krylov算法的形式都不...
单词krylov-subspace 释义krylov-subspace英krɪ'lʌvsʌbsp'eɪs美krɪ'lʌvsʌbsp'eɪs子空间¹⁰⁰
《Krylov Subspace Methods 克雷洛夫子空间算法 原理与分析 英文版 进口英语原版书籍 英文原版》,作者:Krylov Subspace Methods 克雷洛夫子空间算法 原理与分析 英文版 进口英语原版书籍 英文原版LiesenJorg 著,出版社:Oxford,ISBN:9780198739043。
The mathematical theory of Krylov subspace methods with a focus on solving systems of linear algebraic equations is given a detailed treatment in this principles-based book. Starting from the idea of projections, Krylov subspace methods are characterised by their orthogonality and minimisation properties...
The Krylov subspace method has been investigated and refined for approximating the behaviors of finite or infinite dimensional linear operators. It has been used for approximating eigenvalues, solutions of linear equations, and operator functions acting on vectors. Recently, for time-series data analysis...
(2011). Krylov subspace descent for deep learning. Arxiv preprint arXiv:1111.4259.O. Vinyals and D. Povey. Krylov subspace descent for deep learning. arXiv:1111.4259, 2011.O. Vinyals and D. Povey, "Krylov subspace descent for deep learning," arXiv preprint arXiv:1111.4259, 2011....
By understanding the specific characteristics and properties of each method, it is possible to choose the most appropriate Krylov subspace method for a given problem. 此外,Krylov子空间方法可以根据其适用于不同类型问题的特性进行分类。例如,Lanczos方法非常适用于对称特征值问题,而Arnoldi方法用于非对称特征值...
出版年:2012-12 页数:408 定价:$ 152.54 ISBN:9780199655410 豆瓣评分 目前无人评价 评价: 内容简介· ··· The mathematical theory of Krylov subspace methods with a focus on solving systems of linear algebraic equations is given a detailed treatment in this principles-based book. Starting from the...
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[16]ZHOU J, LIU W, LI X, et al.3-D Full-Time TEM modeling using shift-and-invert Krylov subspace method[J]. IEEE Transactions on Geoscience and Remote Sensing, 2020, 58(10):7096-7104. [17]WANG T, HOHMANN G W.A finite-difference, time-domain solution for three-dimensional electromag...