000 01558nam a2200265Ia 4500
001 CU10536
008 250306s9999 xx 000 0 und d
020 _a9783319747477
020 _c3483.2
082 _a515.14 SHO
100 _aThomas S. Shores
245 0 _aApplied Linear Algebra and Matrix Analysis
250 _a2nd ed.
260 _aSwitzerland
260 _bSpringer
260 _c2018
300 _axii, 471p.
520 _aIn its second edition, this textbook offers a fresh approach to matrix and linear algebra. Its blend of theory, computational exercises, and analytical writing projects is designed to highlight the interplay between these aspects of an application. This approach places special emphasis on linear algebra as an experimental science that provides tools for solving concrete problems.The second edition’s revised text discusses applications of linear algebra like graph theory and network modeling methods used in Google’s PageRank algorithm. Other new materials include modeling examples of diffusive processes, linear programming, image processing, digital signal processing, and Fourier analysis. These topics are woven into the core material of Gaussian elimination and other matrix operations; eigenvalues, eigenvectors, and discrete dynamical systems; and the geometrical aspects of vector spaces.
546 _aEnglish
650 _aLinear Algebra
650 _aMatrix Analysis
942 _cText Book
999 _c25041
_d25041