Concise Guide to Numerical Algorithmics : The Foundations and Spirit of Scientific Computing
Language: English
Published by Springer 2023-01, 2023
- Softcover
- New
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- Title
- Concise Guide to Numerical Algorithmics : The Foundations and Spirit of Scientific Computing
- Author
- Nazareth, John Lawrence
- Publisher
- Springer 2023-01
- Publication year
- 2023
- Condition
- New
- Binding
- PF
- Language
- English
- ISBN 10
- 3031217632
- ISBN 13
- 9783031217630
- Series
- Book 22 of 103: SpringerBriefs in Computer Science
PART I: RATIONALE AND FOUNDATIONSThe discussion here is premised on the paper that accompanies this proposal.Chapter 1: Algorithmics---The Spirit of ComputingChapter 2: Number ---The Language of ScienceChapter 3: Bringing Number Under the Rubric of AlgorithmPART II: NUMERICAL ALGORITHMIC SCIENCEChapter 4: Algorithms on Graphs and NetworksChapter 5: Uni-Dimensional Equation-Solving and OptimizationChapter 6: Matrix-Based and Tensor-Based ComputationsChapter 7: Linear Programming before the 1984 RevolutionChapter 8: Unconstrained Nonlinear OptimizationChapter 9: Nonlinear Equation-SolvingChapter 10: Constrained Nonlinear OptimizationChapter 11: Linear Programming after the 1984 RevolutionChapter 12: The Many Other Facets of Numerical AlgorithmicsPART III: CONVERGENCE, COMPLEXITY, AND NUMERICAL ERRORChapter 13: Global Convergence and Asymptotic Rate-of-ConvergenceChapter 14: Complexity Classes and AnalysisChapter 15: Roundoff-Error AnalysisPART IV: NUMERICAL ALGORITHMIC ENGINEERINGChapter 16: Languages and SystemsChapter 17: Implementation Techniques and Software Development
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Chiron Media
Wallingford, United Kingdom
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