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Elementary numerical mathematics for programmers and engineers

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Elementary numerical mathematics for programmers and engineers/ by Gisbert Stoyan, Agnes Baran.
作者:	Stoyan, Gisbert.
其他作者:	Baran, Agnes.
出版者:	Cham :Springer International Publishing : : 2024.,
面頁冊數:	xiv, 301 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:	Springer Nature eBook
標題:	Mathematics. -
電子資源:	https://doi.org/10.1007/978-3-031-66089-4
ISBN:	9783031660894

Elementary numerical mathematics for programmers and engineers
Stoyan, Gisbert.

Elementary numerical mathematics for programmers and engineers[electronic resource] /by Gisbert Stoyan, Agnes Baran. - Second edition. - Cham :Springer International Publishing :2024. - xiv, 301 p. :ill. (some col.), digital ;24 cm. - Compact textbooks in mathematics,2296-455X. - Compact textbooks in mathematics..

- Floating Point Arithmetic -- Norms, Condition Numbers -- Solving Systems of Linear Equations -- The Least Squares Problem -- Eigenvalue Problems -- Interpolation -- Nonlinear Equations and Systems -- Numerical Integration -- Ordinary Differential Equations -- Optimization -- Practical Error Estimation.

This book covers the basics of numerical methods. Avoiding the definition-theorem-proof style, it instead focuses on numerical examples and simple pseudo-codes. The text begins with a chapter on floating point arithmetic before moving on to discuss norms, conditions numbers, solutions of systems of equations, the least squares problem, eigenvalue problems, interpolation, numerical integration, ordinary differential equations, optimization (including a detailed case study), and practical error estimations. Exercises (partly in MATLAB) are provided at the end of each chapter. Suitable for readers with minimal mathematical knowledge, the book not only offers an elementary introduction to numerical mathematics for programmers and engineers but also provides supporting material for students and teachers of mathematics.

ISBN: 9783031660894

Standard No.: 10.1007/978-3-031-66089-4doiSubjects--Topical Terms:

527692
Mathematics.

LC Class. No.: QA39.3

Dewey Class. No.: 510

Elementary numerical mathematics for programmers and engineers
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505 0 $a - Floating Point Arithmetic -- Norms, Condition Numbers -- Solving Systems of Linear Equations -- The Least Squares Problem -- Eigenvalue Problems -- Interpolation -- Nonlinear Equations and Systems -- Numerical Integration -- Ordinary Differential Equations -- Optimization -- Practical Error Estimation.
520 $a This book covers the basics of numerical methods. Avoiding the definition-theorem-proof style, it instead focuses on numerical examples and simple pseudo-codes. The text begins with a chapter on floating point arithmetic before moving on to discuss norms, conditions numbers, solutions of systems of equations, the least squares problem, eigenvalue problems, interpolation, numerical integration, ordinary differential equations, optimization (including a detailed case study), and practical error estimations. Exercises (partly in MATLAB) are provided at the end of each chapter. Suitable for readers with minimal mathematical knowledge, the book not only offers an elementary introduction to numerical mathematics for programmers and engineers but also provides supporting material for students and teachers of mathematics.
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