The book serves as a first introduction to computer programming of
scientific applications, using the high-level Python language. The
exposition is example and problem-oriented, where the applications are
taken from mathematics, numerical calculus, statistics, physics,
biology and finance. The book teaches "Matlab-style" and procedural
programming as well as object-oriented programming. High school
mathematics is a required background and it is advantageous to study
classical and numerical one-variable calculus in parallel with reading
this book. Besides learning how to program computers, the reader will
also learn how to solve mathematical problems, arising in various
branches of science and engineering, with the aid of numerical methods
and programming. By blending programming, mathematics and scientific
applications, the book lays a solid foundation for practicing
computational science. From the reviews: Langtangen … does an
excellent job of introducing programming as a set of skills in problem
solving. He guides the reader into thinking properly about producing
program logic and data structures for modeling real-world problems
using objects and functions and embracing the object-oriented
paradigm. … Summing Up: Highly recommended. F. H. Wild III, Choice,
Vol. 47 (8), April 2010 Those of us who have learned scientific
programming in Python ‘on the streets’ could be a little jealous
of students who have the opportunity to take a course out of
Langtangen’s Primer.” John D. Cook, The Mathematical Association
of America, September 2011 This book goes through Python in
particular, and programming in general, via tasks that scientists will
likely perform. Itcontains valuable information for students new to
scientific computing and would be the perfect bridge between an
introduction to programming and an advanced course on numerical
methods or computational science. Alex Small, IEEE, CiSE Vol. 14 (2),
March /April 2012
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Produktdetaljer
ISBN
9783642549595
Publisert
2018
Utgave
4. utgave
Utgiver
Vendor
Springer
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter