03792nam 22007575 450 991016076770332120230125193544.03-319-29439-310.1007/978-3-319-29439-1(CKB)3710000000734697(DE-He213)978-3-319-29439-1(MiAaPQ)EBC5587394(Au-PeEL)EBL5587394(OCoLC)1066189304(MiAaPQ)EBC6311257(Au-PeEL)EBL6311257(OCoLC)1125913977(OCoLC)953142747(PPN)194379019(EXLCZ)99371000000073469720160610d2016 u| 0engurnn#008mamaatxtrdacontentcrdamediacrrdacarrierFinite Difference Computing with Exponential Decay Models /by Hans Petter Langtangen1st ed. 2016.Cham :Springer International Publishing :Imprint: Springer,2016.1 online resource (XIV, 200 p. 29 illus.)Lecture Notes in Computational Science and Engineering,1439-7358 ;1103-319-29438-5 Preface -- Algorithms and implementations -- Analysis -- Generalizations -- Models -- Scientific Software Engineering -- References -- Index. .This text provides a very simple, initial introduction to the complete scientific computing pipeline: models, discretization, algorithms, programming, verification, and visualization. The pedagogical strategy is to use one case study – an ordinary differential equation describing exponential decay processes – to illustrate fundamental concepts in mathematics and computer science. The book is easy to read and only requires a command of one-variable calculus and some very basic knowledge about computer programming. Contrary to similar texts on numerical methods and programming, this text has a much stronger focus on implementation and teaches testing and software engineering in particular. .Lecture Notes in Computational Science and Engineering,1439-7358 ;110Computer scienceMathematicsComputer programmingSoftware engineeringPhysicsApplied mathematicsEngineering mathematicsComputational Science and Engineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/M14026Programming Techniqueshttps://scigraph.springernature.com/ontologies/product-market-codes/I14010Software Engineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/I14029Numerical and Computational Physics, Simulationhttps://scigraph.springernature.com/ontologies/product-market-codes/P19021Mathematical and Computational Engineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/T11006Computer scienceMathematics.Computer programming.Software engineering.Physics.Applied mathematics.Engineering mathematics.Computational Science and Engineering.Programming Techniques.Software Engineering.Numerical and Computational Physics, Simulation.Mathematical and Computational Engineering.004Langtangen Hans Petterauthttp://id.loc.gov/vocabulary/relators/aut22965MiAaPQMiAaPQMiAaPQBOOK9910160767703321Finite Difference Computing with Exponential Decay Models1913342UNINA