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Intro Numeric Comput (2nd Ed)

by Shen Wen

An introductory course in numerical computation

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AlbakiReads Editorial

An introductory course in numerical computation

Shen Wen’s second edition is structured as lecture notes for a semester-length introduction to numerical computation, with coverage extending from polynomial approximation and interpolation to numerical methods for ordinary and partial differential equations. The presentation emphasizes how algorithms are developed, the mathematical ideas behind them, and their implementation in MATLAB. Selected advanced topics are added as self-contained material for further study or an honors-level course. Chapter problem sets support practice, while accompanying videos are available through the author’s YouTube channel. The source describes a calculus-based entry point, with some matrix knowledge, making the book’s mathematical starting point clear.

Good fit for readers who enjoy

  • Senior undergraduates taking an introductory numerical computation course
  • Instructors seeking course notes with chapter problem sets
  • Independent learners interested in the selected advanced topics and accompanying videos

Themes

Numerical computationPolynomial approximation and interpolationNumerical methods for ODEs and PDEsAlgorithm development and MATLAB implementation

Based on publisher information and book metadata.

Book overview

This book serves as a set of lecture notes for a senior undergraduate level course on the introduction to numerical computation, which was developed through 4 semesters of teaching the course over 10 years. The book requires minimum background knowledge from the students, including only a three-semester of calculus, and a bit on matrices.

The book covers many of the introductory topics for a first course in numerical computation, which fits in the short time frame of a semester course. Topics range from polynomial approximations and interpolation, to numerical methods for ODEs and PDEs. Emphasis was made more on algorithm development, basic mathematical ideas behind the algorithms, and the implementation in Matlab.

The book is supplemented by two sets of videos, available through the author's YouTube channel. Homework problem sets are provided for each chapter, and complete answer sets are available for instructors upon request.

The second edition contains a set of selected advanced topics, written in a self-contained manner, suitable for self-learning or as additional material for an honored version of the course. Videos are also available for these added topics.

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