Insight Through Computing
Author | : Charles F. Van Loan |
Publisher | : SIAM |
Total Pages | : 437 |
Release | : 2010-01-01 |
ISBN-10 | : 9780898717648 |
ISBN-13 | : 0898717647 |
Rating | : 4/5 (48 Downloads) |
Download or read book Insight Through Computing written by Charles F. Van Loan and published by SIAM. This book was released on 2010-01-01 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: This introduction to computer-based problem-solving using the MATLAB environment is highly recommended for students wishing to learn the concepts and develop the programming skills that are fundamental to computational science and engineering (CSE). Through a 'teaching by examples' approach, the authors pose strategically chosen problems to help first-time programmers learn these necessary concepts and skills. Each section formulates a problem and then introduces those new MATLAB language features that are necessary to solve it. This approach puts problem-solving and algorithmic thinking first and syntactical details second. Each solution is followed by a 'talking point' that concerns some related, larger issue associated with CSE. Collectively, the worked examples, talking points, and 300+ homework problems build intuition for the process of discretization and an appreciation for dimension, inexactitude, visualization, randomness, and complexity. This sets the stage for further coursework in CSE areas.