Basic matrix algebra with algorithms and applications
Robert A. Liebler · Choice Reviews Online · 2003
SYSTEMS OF LINEAR EQUATIONS AND THEIR SOLUTION Recognizing Linear Systems and Solutions Matrices, Equivalence and Row Operations Echelon Forms and Gaussian Elimination Free Variables and General Solutions The Vector Form of the General Solution Geometric Vectors and Linear Functions Polynomial Interpolation MATRIX NUMBER SYSTEMS Complex Numbers Matrix Multiplication Auxiliary Matrices and Matrix Inverses Symmetric Projectors, Resolving Vectors Least Squares Approximation Changing Plane Coordinates The Fast Fourier Transform and the Euclidean Algorithm. DIAGONALIZABLE MATRICES Eigenvectors and Eigenvalues The Minimal Polynomial Algorithm Linear Recurrence Relations Properties of the Minimal Polynomial The Sequence {Ak} Discrete dynamical systems Matrix compression with components DETERMINANTS Area and Composition of Linear Functions Computing Determinants Fundamental Properties of Determinants Further Applications Appendix: The abstract setting Selected practice problem answers Index