Linear Algebra and Matrix Theory

Linear Algebra and Matrix Theory

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Description

Intended for a serious first course or a second course, this textbook will carry students beyond eigenvalues and eigenvectors to the classification of bilinear forms, to normal matrices, to spectral decompositions, and to the Jordan form. The authors approach their subject in a comprehensive and accessible manner, presenting notation and terminology clearly and concisely, and providing smooth transitions between topics. The examples and exercises are well designed and will aid diligent students in understanding both computational and theoretical aspects. In all, the straightest, smoothest path to the heart of linear algebra.
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Product details

  • Hardback | 432 pages
  • 196.6 x 242.1 x 25.7mm | 1,040.07g
  • Academic Press Inc
  • San Diego, United States
  • English
  • Reprint
  • 0122829700
  • 9780122829703

Table of contents

Part 1 Real coordinate spaces: the vector spaces Rn; subspaces of Rn; geometric interpretations of R2 and R3; bases and dimension. Part 2 Elementary operations on vectors: elementary operations and their inverses; elementary operations and linear independence; standard bases for subspaces. Part 3 Matrix multiplication: matrices of transition; properties of matrix multiplication; invertible matrices; column operations and row-echelon forms; row operators and row-echelon forms; row and column equivalence; rank and equivalence. Part 4 Vector spaces, matrices and linear equations: vector spaces; subspaces and related concepts; isomorphisms of vector spaces; standard bases for subspaces; matrices over an arbitrary field; systems of linear equations. Part 5 Linear transformations: linear transformations; linear transformations and matrices; change of bias; composition of linear transformations. Part 6 Determinants: permutations and indices; the definition of a determinant; cofactor expansions; elementary operations and Cramer's rule; determinants and matrix multiplication. Part 7 Eigenvalues and eigenvectors: eigenvalues and eigenvectors; eigenspaces and similarity; representation by a diagonal matrix. Part 8 Functions of vectors: linear functionals; real quadratic forms; orthogonal matrices; reduction of real quadratic forms; classification of real quadratic forms; bilinear forms; symmetric bilinear forms; Hermitian forms. Part 9 Product spaces: inner products; norms and distances; orthonormal bases; orthogonal complements; isometries; normal matrices; normal linear operators. Part 11 Spectral decompositions: projections and direct sums; spectral decompositions; minimal polynomials and spectral decompositions; nilpotent transformations; the Jordan canonical form.
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Review quote

...the material is well-written, it will be easy to teach from, and the students will find it easy to read and study from. -Jackie Garner, University of Arkansas Jimmie and Linda Gilbert...present material at the appropriate level in a quick and concise manner....Some...texts do not develop enough mathematical sophistication to enable the transition to junior- or senior-level linear algebra courses. The Gilbert text does! --Melvyn Jeter, Illinois WesleyanUniversity The notation and terminology are clear and concise and the flow of topics and concepts is smooth. -Ed Dixon, Tennessee Technological University I am...quite enthusiastic about the arrangement of topics which the Gilberts have chosen....(The Gilberts Chapter 1 plays as a sort of overture, in which the main elements of vector space theory are laid out in a comfortable space, while due attention is paid to the role of computation. I think this type of start to a course would orient the students properly toward general vector space theory, rather than having them come upon the annoying complication of vector spaces after three or more weeks spent exclusively in computation and row reduction. -Edward Hinson, University of New Hampshire
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