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040 _a WSPC
_b eng
_c WSPC
010 _a 2020038858
020 _a9789811220418
_q(ebook)
020 _z9789811220401
_q(hbk.)
020 _z9789811221071
_q(pbk.)
050 0 0 _aQA179
_b.E73 2020
072 7 _aMAT
_x002050
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082 0 0 _a512.5
_223
100 1 _aErdman, John M.,
_d1935-
_921213
245 1 0 _aExercises and problems in linear algebra
_h[electronic resource] /
_cby John M. Erdman.
260 _aSingapore ;
_aNew Jersey :
_bWorld Scientific,
_c2020.
300 _a1 online resource (xiii, 205 p.)
504 _aIncludes bibliographical references and index.
505 0 _aPreface -- Matrices and linear equations. Arithmetic of matrices. Elementary matrices; determinants. Vector geometry in ℝⁿ -- Vector spaces. Vector spaces. Subspaces. Linear independence. Basis for a vector space -- Linear maps between vector spaces. Linearity. Linear maps between euclidean spaces. Projection operators -- Spectral theory of vector spaces. Eigenvalues and eigenvectors. Diagonalization of matrices. Spectral theorem for vector spaces. Some applications of the spectral theorem. Every operator is diagonalizable plus nilpotent -- The geometry of inner product spaces. Complex arithmetic. Real and complex inner product spaces. Orthonormal sets of vectors. Quadratic forms. Optimization -- Adjoint operators. Adjoints and transposes. The four fundamental subspaces. Orthogonal projections. Least squares approximation -- Spectral theory of inner product spaces. Spectral theorem for real inner product spaces. Spectral theorem for complex inner product spaces -- Bibliography -- Index.
520 _a"This book contains an extensive collection of exercises and problems that address relevant topics in linear algebra. Topics that the author finds missing or inadequately covered in most existing books are also included. The exercises will be both interesting and helpful to an average student. Some are fairly routine calculations, while others require serious thought. The format of the questions makes them suitable for teachers to use in quizzes and assigned homework. Some of the problems may provide excellent topics for presentation and discussions. Furthermore, answers are given for all odd-numbered exercises which will be extremely useful for self-directed learners. In each chapter, there is a short background section which includes important definitions and statements of theorems to provide context for the following exercises and problems"--Publisher's website.
538 _aMode of access: World Wide Web.
538 _aSystem requirements: Adobe Acrobat Reader.
650 0 _aAlgebras, Linear
_vProblems, exercises, etc.
_916797
655 0 _aElectronic books.
_93294
856 4 0 _uhttps://www.worldscientific.com/worldscibooks/10.1142/11830#t=toc
_zAccess to full t xt is restricted to subscribers.
942 _cEBK
999 _c72783
_d72783