02670nam 22005175 450 991044724490332120251202151552.03-030-60808-510.1007/978-3-030-60808-8(CKB)4100000011631451(DE-He213)978-3-030-60808-8(MiAaPQ)EBC6455879(PPN)252515404(EXLCZ)99410000001163145120201202d2020 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierIntroduction to the Tools of Scientific Computing /by Einar Smith1st ed. 2020.Cham :Springer International Publishing :Imprint: Springer,2020.1 online resource (XII, 344 p. 40 illus., 33 illus. in color.) Texts in Computational Science and Engineering,2197-179X ;253-030-60807-7 Introduction -- Part I, Background -- Part II, Core Languages -- Part III, Commercial Computing Environments -- Part IV, Distributed Computing -- Part V, Specialized Programming Environments -- References -- Index.The book provides an introduction to common programming tools and methods in numerical mathematics and scientific computing. Unlike widely used standard approaches, it does not focus on any particular language but aims to explain the key underlying concepts. In general, new concepts are first introduced in the particularly user-friendly Python language and then transferred and expanded in various scientific programming environments from C / C ++, Julia and MATLAB to Maple. This includes different approaches to distributed computing. The fact that different languages are studied and compared also makes the book useful for mathematicians and practitioners trying to decide which programming language to use for which purposes.Texts in Computational Science and Engineering,2197-179X ;25MathematicsData processingComputer scienceMathematicsComputational Mathematics and Numerical AnalysisMathematics of ComputingMathematicsData processing.Computer scienceMathematics.Computational Mathematics and Numerical Analysis.Mathematics of Computing.004.0151Smith Einar929067MiAaPQMiAaPQMiAaPQBOOK9910447244903321Introduction to the tools of scientific computing2088038UNINA