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Titlebook: Numerical Models for Differential Problems; Alfio Quarteroni Textbook 20173rd edition Springer International Publishing, AG 2017 PDE.analy

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书目名称Numerical Models for Differential Problems
编辑Alfio Quarteroni
视频video
概述Author faces here the basic concepts for the numerical modeling of partial differential equations.An outstanding reference work in this branch of applied mathematics.In particular, the author discuss
丛书名称MS&A
图书封面Titlebook: Numerical Models for Differential Problems;  Alfio Quarteroni Textbook 20173rd edition Springer International Publishing, AG 2017 PDE.analy
描述In this text, we introduce the basic concepts for the numerical modeling of partial differential equations. We consider the classical elliptic, parabolic and hyperbolic linear equations, but also the diffusion, transport, and Navier-Stokes equations, as well as equations representing conservation laws, saddle-point problems and optimal control problems. Furthermore, we provide numerous physical examples which underline such equations. We then analyze numerical solution methods based on finite elements, finite differences, finite volumes, spectral methods and domain decomposition methods, and reduced basis methods. In particular, we discuss the algorithmic and computer implementation aspects and provide a number of easy-to-use programs. The text does not require any previous advanced mathematical knowledge of partial differential equations: the absolutely essential concepts are reported in a preliminary chapter. It is therefore suitable for students of bachelor and master courses in scientific disciplines, and recommendable to those researchers in the academic and extra-academic domain who want to approach this interesting branch of applied mathematics..
出版日期Textbook 20173rd edition
关键词PDE; analysis; numerical modelling; numerical analysis; computational mathematics; applications of mathem
版次3
doihttps://doi.org/10.1007/978-3-319-49316-9
isbn_ebook978-3-319-49316-9Series ISSN 2037-5255 Series E-ISSN 2037-5263
issn_series 2037-5255
copyrightSpringer International Publishing, AG 2017
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A brief survey of partial differential equations,The purpose of this chapter is to recall the basic concepts related to partial differential equations (PDEs, in short). For a wider coverage see [RR04, Eva98, LM68, Sal08].
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Elements of functional analysis,In this chapter we recall a number of concepts used extensively in this textbook: functionals and bilinear forms, distributions, Sobolev spaces, Lp spaces. For a more indepth reading, the reader can refer to e.g. [Sal08],[Yos74], [Bre86], [LM68], [Ada75].
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Elliptic equations,This chapter is devoted to the introduction of elliptic problems and to their weak formulation. Although our introduction is quite basic, the complete novice to functional analysis is invited to consult Chapter 2 before reading it.
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Parabolic equations,In this chapter we consider parabolic equations of the form . where . is a domain of . is a given function, . is a generic elliptic operator acting on the unknown ..
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Algorithms for the solution of linear systems,This chapter serves as a quick and elementary introduction of some of the basic algorithms that are used to solve a system of linear algebraic equations. For a more thorough presentation we advise the reader to refer to, e.g., [QSS07, Chaps. 3 and 4], [Saa96] and [vdV03].
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