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Iterative methods for sparse linear systems

"Practical methods that work for general sparse matrices rather than for any specific class of problems."--Preface.

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  • "Mathematics of Computing -- Numerical Analysis."
  • "Mathematics of Computing -- General."
  • "Since the first edition of this book was published in 1996, tremendous progress has been made in the scientific and engineering disciplines regarding the use of iterative methods for linear systems. The size and complexity of the new generation of linear and nonlinear systems arising in typical applications has grown. Solving the three-dimensional models of these problems using direct solvers is no longer effective. At the same time, parallel computing has penetrated these application areas as it became less expensive and standardized. Iterative methods are easier than direct solvers to implement on parallel computers but require approaches and solution algorithms that are different from classical methods. Iterative Methods for Sparse Linear Systems, Second Edition gives an in-depth, up-to-date view of practical algorithms for solving large-scale linear systems of equations. These equations can number in the millions and are sparse in the sense that each involves only a small number of unknowns. The methods described are iterative, i.e., they provide sequences of approximations that will converge to the solution."
  • ""Practical methods that work for general sparse matrices rather than for any specific class of problems."--Preface."@en
  • ""[This] gives an in-depth, up-to-date view of practical algorithms for solving large-scale linear systems of equations. These equations can number in the millions and are sparse in the sense that each involves only a small number of unknowns. The methods described are iterative, i.e., they provide sequences of approximations that will converge to the solution". --Back cover."

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  • "Electronic books"
  • "Electronic books"@en
  • "Ressources internet"

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  • "Iterative methods for sparse linear systems = 稀疏线性系统的迭代方法"
  • "Iterative methods for sparse linear systems. Saad"
  • "Iterative methods for sparse linear systems"@en
  • "Iterative methods for sparse linear systems"
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