000 04003nam a22005415i 4500
001 978-3-030-16877-3
003 DE-He213
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007 cr nn 008mamaa
008 191030s2020 gw | s |||| 0|eng d
020 _a9783030168773
_9978-3-030-16877-3
024 7 _a10.1007/978-3-030-16877-3
_2doi
050 4 _aQA71-90
072 7 _aPDE
_2bicssc
072 7 _aCOM014000
_2bisacsh
072 7 _aPDE
_2thema
082 0 4 _a004
_223
100 1 _aLinge, Svein.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aProgramming for Computations - Python
_h[electronic resource] :
_bA Gentle Introduction to Numerical Simulations with Python 3.6 /
_cby Svein Linge, Hans Petter Langtangen.
250 _a2nd ed. 2020.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2020.
300 _aXXIII, 332 p. 65 illus., 58 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aTexts in Computational Science and Engineering,
_x1611-0994 ;
_v15
505 0 _aPreface -- 1 The first few steps -- 2 A few steps more -- 3 Loops and branching -- 4 Functions and the writing of code -- 5 Some more Python essentials -- 6 Computing integrals and testing code -- 7 Solving nonlinear algebraic equations -- 8 Solving ordinary differential equations -- 9 Solving partial differential equations -- A Installation and use of Python -- References -- Index.
506 0 _aOpen Access
520 _aThis book is published open access under a CC BY 4.0 license. This book presents computer programming as a key method for solving mathematical problems. This second edition of the well-received book has been extensively revised: All code is now written in Python version 3.6 (no longer version 2.7). In addition, the two first chapters of the previous edition have been extended and split up into five new chapters, thus expanding the introduction to programming from 50 to 150 pages. Throughout the book, the explanations provided are now more detailed, previous examples have been modified, and new sections, examples and exercises have been added. Also, a number of small errors have been corrected. The book was inspired by the Springer book TCSE 6: A Primer on Scientific Programming with Python (by Langtangen), but the style employed is more accessible and concise, in keeping with the needs of engineering students. The book outlines the shortest possible path from no previous experience with programming to a set of skills that allows students to write simple programs for solving common mathematical problems with numerical methods in the context of engineering and science courses. The emphasis is on generic algorithms, clean program design, the use of functions, and automatic tests for verification.
650 0 _aComputer mathematics.
650 0 _aNumerical analysis.
650 0 _aComputer software.
650 1 4 _aComputational Science and Engineering.
_0http://scigraph.springernature.com/things/product-market-codes/M14026
650 2 4 _aNumeric Computing.
_0http://scigraph.springernature.com/things/product-market-codes/I1701X
650 2 4 _aMathematical Software.
_0http://scigraph.springernature.com/things/product-market-codes/M14042
650 2 4 _aNumerical Analysis.
_0http://scigraph.springernature.com/things/product-market-codes/M14050
700 1 _aLangtangen, Hans Petter.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783030168766
776 0 8 _iPrinted edition:
_z9783030168780
830 0 _aTexts in Computational Science and Engineering,
_x1611-0994 ;
_v15
856 4 0 _uhttps://doi.org/10.1007/978-3-030-16877-3
912 _aZDB-2-SMA
912 _aZDB-2-SOB
999 _c524383
_d524381