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Foundations of Numerical Methods and Data Analysis

Foundations of Numerical Methods and Data Analysis

0 - Default Title
Description
This book offers a comprehensive journey into the world of numerical methods, beginning with the essential mathematical preliminaries: calculus, vectors, matrices, and programming concepts before moving into deeper areas such as error analysis, curve fitting, interpolation, and the numerical solution of ordinary and partial differential equations. Advanced chapters extend into systems of equations, finite element methods, and spectral techniques, ensuring that readers not only understand the fundamentals but also gain exposure to methods at the frontier of computational practice. A distinguishing feature of the book is the integration of theory with practice. Each concept is accompanied by carefully chosen examples, figures, and end- of-chapter exercises designed to strengthen understanding and encourage hands-on application. Historical notes and bibliographical references enrich the discussion, situating modern numerical methods in their broader intellectual context. In addition, the book pays special attention to the use of contemporary computational tools such as MATLAB, Python, and other numerical libraries, thereby bridging traditional methods with current software-driven practice. In short, it is both a textbook and a reference, meant to serve readers across different stages of their academic or professional journey. For more details, please visit https://centralwestpublishing.com
Product details
Binding:
Paperback
Number of Pages:
310
Release Date:
2025-10-15
Publication Date:
2025-10-15
Publisher:
Central West Publishing PTY LTD
Languages:
Original: English
ISBN10:
1922617687
ISBN13:
9781922617682
GPSR Manufacturer Reference:
Weight:
452 g
Height:
152 cm
Width:
229 cm
Thickness:
17 cm
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