Revised and edited Linear Algebra with Applications Seventh Edition is designed for the introductory course in linear algebra and is organized into 3 natural parts. Part 1 introduces the basics presenting systems of linear equations vectors and subspaces of R matrices linear transformations determinants and eigenvectors. Part 2 builds on this material introducing the concept of general vector spaces discussing properties of bases developing the rank/nullity theorem and introducing spaces of matrices and functions. Part 3 completes the course with many of the important ideas and methods of numerical linear algebra such as ill-conditioning pivoting and LU decomposition. Offering 28 core sections the Seventh Edition successfully blends theory important numerical techniques and interesting applications making it ideal for engineers scientists and a variety of other majors.Read more
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