Linear Algebra and Its Applications [Hardcover]

Gilbert Strang (Author)

Book Description

ISBN-10: 0155510053 | ISBN-13: 978-0155510050 | Publication Date: February 10, 1988 | Edition: 3

With a highly applied and computational focus, this book combines the important underlying theory with examples from electrical engineering, computer science, physics, biology and economics. An expanded list of computer codes in an appendix and more computer-solvable exercises in the text reflect Strang?s interest in computational linear algebra. Many exercises appear in the sections and in the chapter reviews. Exercises are simple but instructive.

Editorial Reviews

About the Author

Gilbert Strang is Professor of Mathematics at the Massachusetts Institute of Technology and an Honorary Fellow of Balliol College. He was an undergraduate at MIT and a Rhodes Scholar at Oxford. His doctorate was from UCLA and since then he has taught at MIT. He has been a Sloan Fellow and a Fairchild Scholar and is a Fellow of the American Academy of Arts and Sciences. Professor Strang has published a monograph with George Fix, "An Analysis of the Finite Element Method", and has authored six widely used textbooks. He served as President of SIAM during 1999 and 2000 and he is Chair of the U.S. National Committee on Mathematics for 2003-2004.

Product Details

• Hardcover: 520 pages
• Publisher: Harcourth Brace Jovanovich; 3 edition (February 10, 1988)
• Language: English
• ISBN-10: 0155510053
• ISBN-13: 978-0155510050
• Product Dimensions: 9.6 x 6.5 x 1 inches
• Shipping Weight: 1.9 pounds
• Average Customer Review: 3.4 out of 5 stars  See all reviews (81 customer reviews)
• Amazon Best Sellers Rank: #333,109 in Books (See Top 100 in Books)

More About the Author

Gilbert Strang is Professor of Mathematics at the Massachusetts Institute of Technology and an Honorary Fellow of Balliol College. He was an undergraduate at MIT and a Rhodes Scholar at Oxford. His doctorate was from UCLA and since then he has taught at MIT. He has been a Sloan Fellow and a Fairchild Scholar and is a Fellow of the American Academy of Arts and Sciences. Professor Strang has published a monograph with George Fix, "An Analysis of the Finite Element Method", and has authored six widely used textbooks. He served as President of SIAM during 1999 and 2000 and he is Chair of the U.S. National Committee on Mathematics for 2003-2004.

Customer Reviews

Most Helpful Customer Reviews

63 of 67 people found the following review helpful:

4.0 out of 5 stars Linear Algebra and Beyond, January 26, 2002

By 

Peter Soucy (Plymouth, MN USA) - See all my reviews
(REAL NAME)   

This review is from: Linear Algebra and Its Applications (Hardcover)

This book was my text for a comprehensive two-semester course in linear algebra I took over ten years ago. To this day, it remains one of my favorites I use as a reference.

The ¡°applications¡± implied by the title has a double meaning. Several simplified yet representative problems taken from engineering and economics are well presented. In addition, another major theme throughout the text is the role of linear algebra applied to other areas of mathematics; notably calculus, differential equations, and optimization. Repeatedly, the author appeals to the reader¡¯s intuition, demonstrating the boundaries between mathematical topics by comparing and contrasting the discrete and continuous case of a problem. For example, the discussion of orthogonal vectors, vector spaces, and projections quickly moves from vectors to functions once we regard functions as infinite dimensional vectors containing infinite components. The discussion eventually leads to a very intuitive take on Fourier series and Legendre polynomials in the context of orthogonal projections. Other examples abound where Strang cohesively ties together various areas of math in a perspective that isn¡¯t emphasized enough in other texts.

Hence, this is not only a book on linear algebra. To get the most out of the text requires familiarity with calculus encompassing multiple variables, vectors and some ordinary differential equations. Readers lacking this background will understand some sections only to be lost in others as coverage moves quickly from elementary concepts to topics where they have no previous exposure.

Chapters 1-5 and half of 6 comprise the core of the book. The remainder provides satisfactory coverage of numerical linear algebra, the finite element method, and linear programming. However, a more thorough treatment of these topics is deferred to Strang¡¯s companion volume, Introduction to Applied Mathematics for which the core chapters provide a good prerequisite.

One more word of caution: The author¡¯s enthusiasm of the subject is both a liability and an asset. Professor Strang sometimes has the annoying habit of summarizing the topic prior to presenting the lesson. Having to weed through his exultation to find where the lesson actually begins makes reading the book challenging at times.

While the rigor in the text may fall short of the needs of pure mathematicians, I see no reason not to recommend this book to anyone seeking a solid foundation for further study in applied mathematics. Getting through the books requires some degree of patience but it¡¯s well worth the effort.

51 of 57 people found the following review helpful:

5.0 out of 5 stars An invaluable supplement, March 14, 2000

By A Customer

This review is from: Linear Algebra and Its Applications (Hardcover)

What is it with you people? I see scathing review after scathing review of this book. Do you feel as though it somehow makes you into a real mathematician to belittle the informal tone? Does it make you feel any better about yourself to suggest that the target audience of this text is "kindergarteners?"

Sure, Strang's book may not be an adequate sole text from which to learn linear algebra and matrix theory. But surely serious mathematicians (as opposed to kindergarteners) would never attempt to learn a subject from a single text.

This is where the book shines - as a supplement to a more formal text. (Here, pick your own; I have my own personal favorite, but it has been out of press for years). And then read the two side by side. One provides rigor, the other, INTUITIVE UNDERSTANDING. This, after all, is where Strang's book shines - rather than providing only a formal understanding of the mathematics in question, he manages to convey an intuitive understanding of the objects represented by linear algebra methods in many common applications.

20 of 20 people found the following review helpful:

5.0 out of 5 stars First "...and its Applications" Book I Met True to the Title, December 12, 2004

By 

Jeremy Chen (Muenchen, Bayern, Deutschland) - See all my reviews
(REAL NAME)   

This review is from: Linear Algebra and Its Applications (Hardcover)

Firstly, this book is true to its title...

It motivates the subject matter clearly and presents instances of why a certain type of problem is important (Why do we care about Ax=b, Ax=[lambda]x, ...)
It motivates the use of certain algorithms (Why do we use Gaussian Elimination, why pivot, why do the SVD, ...)

Also, as a basic text in Linear Algebra, which is THE introductory subject to applied mathematics, it serves a a primer for various areas in applied math: optimization, numerical solution of PDEs, "curve fitting" =), etc.....