MARC Record from marc_columbia

LEADER: 04240cam a2200637Ii 4500
001 15123879
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006 m o d
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008 170717t20182018onca ob 001 0 eng d
035 $a(OCoLC)ocn993980452
035 $a(NNC)15123879
040 $aCRCPR$beng$erda$epn$cCRCPR$dTYFRS$dEBLCP$dYDX$dIDEBK$dNLE$dOSU$dN$T$dOCLCF$dSTF$dUIU$dOCLCQ$dOCLCO$dMERER$dOCLCQ$dU3W$dUAB$dCOO$dOCLCQ$dUKAHL$dOCLCQ$dK6U$dOCLCO
019 $a1003950121$a1015372167$a1016024122$a1016974895$a1017645797$a1021391529$a1024177434$a1028927551
020 $a9781315115252$q(electronic bk.)
020 $a1315115255$q(electronic bk.)
020 $z9781771886222$q(print)
020 $z1771886226$q(print)
020 $z9781351630061
020 $z1351630067
020 $z9781351630054
020 $z1351630059
020 $z9781351630047
020 $z1351630040
035 $a(OCoLC)993980452$z(OCoLC)1003950121$z(OCoLC)1015372167$z(OCoLC)1016024122$z(OCoLC)1016974895$z(OCoLC)1017645797$z(OCoLC)1021391529$z(OCoLC)1024177434$z(OCoLC)1028927551
037 $a1056393$bMIL
050 4 $aQA188$b.S73 2018
072 7 $aMAT$x002040$2bisacsh
082 04 $a512.9434$223
049 $aZCUA
100 1 $aStanimirović, Ivan,$eauthor.
245 10 $aComputation of generalized matrix inverses and applications /$cIvan Stanimirović, PhD.
250 $aFirst edition.
264 1 $aOakville, Ontario :$bApple Academic Press,$c2018.
264 4 $c©2018
300 $a1 online resource (xii, 280 pages)
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
520 2 $a"Computation of General Matrix Inverses and Applications offers a gradual exposition to matrix theory as a subject of linear algebra. It presents both the theoretical results in generalized matrix inverses and the applications. The book is as self-contained as possible, assuming no prior knowledge of matrix theory and linear algebra. The book first addresses the basic definitions and concepts of an arbitrary generalized matrix inverse with special reference to the calculation of {i, j ..., k} inverse and the Moore-Penrose inverse. Then, the results of LDL* decomposition of the full rank polynomial matrix are introduced, along with numerical examples. Methods for calculating the Moore-Penrose's inverse of rational matrix are presented, which are based on LDL* and QDR decompositions of the matrix. A method for calculating the A(2)T;S inverse using LDL* decomposition using methods is derived as well as the symbolic calculation of A(2)T;S inverses using QDR factorization. The text then offers several ways on how the introduced theoretical concepts can be applied in restoring blurred images and linear regression methods, along with the well-known application in linear systems. The book also explains how the computation of generalized inverses of matrices with constant values is performed, and covers several methods, such as methods based on full-rank factorization, Leverrier-Faddeev method, method of Zhukovski, and variations of partitioning method."--Provided by publisher.
504 $aIncludes bibliographical references (pages 263-272) and index.
505 0 $aIntroduction -- Computing generalized inverses of matrices -- Generalized inverses of polynomial and rational matrices -- Applications -- Conclusion.
588 0 $aPrint version record.
650 0 $aMatrix inversion.
650 0 $aAlgebras, Linear.
650 6 $aMatrices$xInversion.
650 6 $aAlgèbre linéaire.
650 07 $aMATHEMATICS$xAlgebra$xGeneral.$2bisacsh
650 07 $aMATHEMATICS$xNumber Systems.$2bisacsh
650 7 $aAlgebras, Linear.$2fast$0(OCoLC)fst00804946
650 7 $aMatrix inversion.$2fast$0(OCoLC)fst01012424
655 0 $aElectronic books.
655 4 $aElectronic books.
776 08 $iPrint version:$aStanimirović, Ivan.$tComputation of generalized matrix inverses and applications.$dOakville, Ontario : Apple Academic Press, [2018]$z9781771886222$w(DLC) 2017953052$w(OCoLC)973920610
856 40 $uhttp://www.columbia.edu/cgi-bin/cul/resolve?clio15123879$zTaylor & Francis eBooks
852 8 $blweb$hEBOOKS