A Note on the Krylov Solvability of Compact Normal Operators on Hilbert Space
We analyse the Krylov solvability of inverse linear problems on Hilbert space H where the underlying operator is compact and normal. Krylov solvability is an important feature of inverse linear problems that has profound implications in theoretical and applied numerical analysis as it is critical to...
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description | We analyse the Krylov solvability of inverse linear problems on Hilbert space
H
where the underlying operator is compact and normal. Krylov solvability is an important feature of inverse linear problems that has profound implications in theoretical and applied numerical analysis as it is critical to understand the utility of Krylov based methods for solving inverse problems. Our results explicitly describe for the first time the Krylov subspace for such operators given any datum vector
g
∈
H
, as well as prove that all inverse linear problems are Krylov solvable provided that
g
is in the range of such an operator. We therefore expand our knowledge of the class of Krylov solvable operators to include the normal compact operators. We close the study by proving an isomorphism between the closed Krylov subspace for a general bounded normal operator and an
L
2
-measure space based on the scalar spectral measure. |
doi_str_mv | 10.1007/s11785-023-01413-0 |
format | Article |
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H
where the underlying operator is compact and normal. Krylov solvability is an important feature of inverse linear problems that has profound implications in theoretical and applied numerical analysis as it is critical to understand the utility of Krylov based methods for solving inverse problems. Our results explicitly describe for the first time the Krylov subspace for such operators given any datum vector
g
∈
H
, as well as prove that all inverse linear problems are Krylov solvable provided that
g
is in the range of such an operator. We therefore expand our knowledge of the class of Krylov solvable operators to include the normal compact operators. We close the study by proving an isomorphism between the closed Krylov subspace for a general bounded normal operator and an
L
2
-measure space based on the scalar spectral measure.</description><identifier>ISSN: 1661-8254</identifier><identifier>EISSN: 1661-8262</identifier><identifier>DOI: 10.1007/s11785-023-01413-0</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Analysis ; Hilbert space ; Inverse problems ; Isomorphism ; Linear operators ; Mathematics ; Mathematics and Statistics ; Numerical analysis ; Operator Theory ; Operators (mathematics)</subject><ispartof>Complex analysis and operator theory, 2023-10, Vol.17 (7), Article 109</ispartof><rights>The Author(s) 2023</rights><rights>The Author(s) 2023. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c314t-bdb479afca132dfe3bf63f9d0f159a4ef17ab15d725975b8d7b62342c60d9dfb3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s11785-023-01413-0$$EPDF$$P50$$Gspringer$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s11785-023-01413-0$$EHTML$$P50$$Gspringer$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,27923,27924,41487,42556,51318</link.rule.ids></links><search><creatorcontrib>Caruso, Noè Angelo</creatorcontrib><title>A Note on the Krylov Solvability of Compact Normal Operators on Hilbert Space</title><title>Complex analysis and operator theory</title><addtitle>Complex Anal. Oper. Theory</addtitle><description>We analyse the Krylov solvability of inverse linear problems on Hilbert space
H
where the underlying operator is compact and normal. Krylov solvability is an important feature of inverse linear problems that has profound implications in theoretical and applied numerical analysis as it is critical to understand the utility of Krylov based methods for solving inverse problems. Our results explicitly describe for the first time the Krylov subspace for such operators given any datum vector
g
∈
H
, as well as prove that all inverse linear problems are Krylov solvable provided that
g
is in the range of such an operator. We therefore expand our knowledge of the class of Krylov solvable operators to include the normal compact operators. We close the study by proving an isomorphism between the closed Krylov subspace for a general bounded normal operator and an
L
2
-measure space based on the scalar spectral measure.</description><subject>Analysis</subject><subject>Hilbert space</subject><subject>Inverse problems</subject><subject>Isomorphism</subject><subject>Linear operators</subject><subject>Mathematics</subject><subject>Mathematics and Statistics</subject><subject>Numerical analysis</subject><subject>Operator Theory</subject><subject>Operators (mathematics)</subject><issn>1661-8254</issn><issn>1661-8262</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><recordid>eNp9kD1PwzAQhi0EEqXwB5gsMQf8FTseqwoootChMFt2YkOqtA62W6n_vi5BsLHc3fC8d7oHgGuMbjFC4i5iLKqyQIQWCDOc6wkYYc5xURFOTn_nkp2DixhXCHEkpByBlwl89clCv4Hp08LnsO_8Di59t9Om7dq0h97BqV_3uk6ZDGvdwUVvg04-xGNq1nbGhgSXmbCX4MzpLtqrnz4G7w_3b9NZMV88Pk0n86KmmKXCNIYJqV2tMSWNs9Q4Tp1skMOl1Mw6LLTBZSNIKUVpqkYYTigjNUeNbJyhY3Az7O2D_9ramNTKb8Mmn1Sk4vk1QjnLFBmoOvgYg3WqD-1ah73CSB21qUGbytrUtzaFcogOoZjhzYcNf6v_SR0AC_Vvtg</recordid><startdate>20231001</startdate><enddate>20231001</enddate><creator>Caruso, Noè Angelo</creator><general>Springer International Publishing</general><general>Springer Nature B.V</general><scope>C6C</scope><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>20231001</creationdate><title>A Note on the Krylov Solvability of Compact Normal Operators on Hilbert Space</title><author>Caruso, Noè Angelo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c314t-bdb479afca132dfe3bf63f9d0f159a4ef17ab15d725975b8d7b62342c60d9dfb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Analysis</topic><topic>Hilbert space</topic><topic>Inverse problems</topic><topic>Isomorphism</topic><topic>Linear operators</topic><topic>Mathematics</topic><topic>Mathematics and Statistics</topic><topic>Numerical analysis</topic><topic>Operator Theory</topic><topic>Operators (mathematics)</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Caruso, Noè Angelo</creatorcontrib><collection>SpringerOpen</collection><collection>CrossRef</collection><jtitle>Complex analysis and operator theory</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Caruso, Noè Angelo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Note on the Krylov Solvability of Compact Normal Operators on Hilbert Space</atitle><jtitle>Complex analysis and operator theory</jtitle><stitle>Complex Anal. Oper. Theory</stitle><date>2023-10-01</date><risdate>2023</risdate><volume>17</volume><issue>7</issue><artnum>109</artnum><issn>1661-8254</issn><eissn>1661-8262</eissn><abstract>We analyse the Krylov solvability of inverse linear problems on Hilbert space
H
where the underlying operator is compact and normal. Krylov solvability is an important feature of inverse linear problems that has profound implications in theoretical and applied numerical analysis as it is critical to understand the utility of Krylov based methods for solving inverse problems. Our results explicitly describe for the first time the Krylov subspace for such operators given any datum vector
g
∈
H
, as well as prove that all inverse linear problems are Krylov solvable provided that
g
is in the range of such an operator. We therefore expand our knowledge of the class of Krylov solvable operators to include the normal compact operators. We close the study by proving an isomorphism between the closed Krylov subspace for a general bounded normal operator and an
L
2
-measure space based on the scalar spectral measure.</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><doi>10.1007/s11785-023-01413-0</doi><oa>free_for_read</oa></addata></record> |
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subjects | Analysis Hilbert space Inverse problems Isomorphism Linear operators Mathematics Mathematics and Statistics Numerical analysis Operator Theory Operators (mathematics) |
title | A Note on the Krylov Solvability of Compact Normal Operators on Hilbert Space |
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