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題名 The Orthogonal flows for orthogonal iteration
作者 郭岳承
Kuo, Yueh-Cheng;Lin, Huey-Er;Shieh, Shih-Feng
貢獻者 應數系
關鍵詞 Orthogonal iteration; Invariant subspace; Orthogonal flow; Riccati differential equation (RDE)
日期 2023-12
上傳時間 24-五月-2024 11:34:30 (UTC+8)
摘要 In the field of scientific computation, orthogonal iteration is an essential method for computing the invariant subspace corresponding to the largest r eigenvalues. In this paper, we construct a flow that connects the sequence of matrices generated by the orthogonal iteration. Such a flow is called an orthogonal flow. In addition, we show that the orthogonal iteration forms a time-one mapping of the orthogonal flow. A generalized orthogonal flow is constructed that has the same column space as the orthogonal flow. By using a suitable change of variables, the generalized orthogonal flow can be transformed into the solution of a Riccati differential equation (RDE). Conversely, an RDE can also be transformed into a flow that can be represented by a generalized orthogonal flow.
關聯 Linear Algebra and its Applications, Vol.679, pp.67-85
資料類型 article
DOI https://doi.org/10.1016/j.laa.2023.09.002
dc.contributor 應數系
dc.creator (作者) 郭岳承
dc.creator (作者) Kuo, Yueh-Cheng;Lin, Huey-Er;Shieh, Shih-Feng
dc.date (日期) 2023-12
dc.date.accessioned 24-五月-2024 11:34:30 (UTC+8)-
dc.date.available 24-五月-2024 11:34:30 (UTC+8)-
dc.date.issued (上傳時間) 24-五月-2024 11:34:30 (UTC+8)-
dc.identifier.uri (URI) https://nccur.lib.nccu.edu.tw/handle/140.119/151280-
dc.description.abstract (摘要) In the field of scientific computation, orthogonal iteration is an essential method for computing the invariant subspace corresponding to the largest r eigenvalues. In this paper, we construct a flow that connects the sequence of matrices generated by the orthogonal iteration. Such a flow is called an orthogonal flow. In addition, we show that the orthogonal iteration forms a time-one mapping of the orthogonal flow. A generalized orthogonal flow is constructed that has the same column space as the orthogonal flow. By using a suitable change of variables, the generalized orthogonal flow can be transformed into the solution of a Riccati differential equation (RDE). Conversely, an RDE can also be transformed into a flow that can be represented by a generalized orthogonal flow.
dc.format.extent 105 bytes-
dc.format.mimetype text/html-
dc.relation (關聯) Linear Algebra and its Applications, Vol.679, pp.67-85
dc.subject (關鍵詞) Orthogonal iteration; Invariant subspace; Orthogonal flow; Riccati differential equation (RDE)
dc.title (題名) The Orthogonal flows for orthogonal iteration
dc.type (資料類型) article
dc.identifier.doi (DOI) 10.1016/j.laa.2023.09.002
dc.doi.uri (DOI) https://doi.org/10.1016/j.laa.2023.09.002