000 a
999 _c29744
_d29744
008 191121b xxu||||| |||| 00| 0 eng d
020 _a9783319284811
082 _a512.9434
_bHAC
100 _aHackbusch, Wolfgang
245 _aIterative solution of large sparse systems of equations
260 _aSwitzerland
_bSpringer
_c2016
300 _axxiii, 509 p.
_bill.
_c25 cm.
365 _b129.99
_cEUR
_d82.00
490 _aApplied mathematical sciences
_vv. 95
504 _aIncludes bibliographical references and index.
520 _aIn the second edition of this classic monograph, complete with four new chapters and updated references, readers will now have access to content describing and analysing classical and modern methods with emphasis on the algebraic structure of linear iteration, which is usually ignored in other literature. The necessary amount of work increases dramatically with the size of systems, so one has to search for algorithms that most efficiently and accurately solve systems of, e.g., several million equations. The choice of algorithms depends on the special properties the matrices in practice have. An important class of large systems arises from the discretization of partial differential equations. In this case, the matrices are sparse (i.e., they contain mostly zeroes) and well-suited to iterative algorithms. The first edition of this book grew out of a series of lectures given by the author at the Christian-Albrecht University of Kiel to students of mathematics. The second edition includes quite novel approaches.
650 _aSparse Matrices
650 _aIterative Methods
650 _aDifferential Equations
650 _aNumerical solutions
942 _2ddc
_cBK