By Biswa Nath Datta
Numerical equipment for Linear keep watch over platforms layout and research is an interdisciplinary textbook geared toward systematic descriptions and implementations of numerically-viable algorithms according to well-established, effective and strong sleek numerical linear recommendations for mathematical difficulties bobbing up within the layout and research of linear regulate platforms either for the 1st- and second-order versions. MATLAB-based software program is integrated for enforcing the entire significant algorithms from the e-book. * specified assurance of recent mathematical suggestions equivalent to parallel computations, second-order structures, and large-scale options* history fabric in linear algebra, numerical linear algebra, and keep an eye on concept integrated in textual content* step by step causes of the algorithms and examples* contains MATLAB-based resolution software program
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Extra info for Numerical methods for linear control systems: design and analysis (Final draft, March 10, 2003)
Example text
6 Similar Matrices . . . . . . . . . . . . . . . 7 Orthogonal Projection . . . . . . . . . . . . . . 41 Some Special Matrices . . . . . . . . . . . . . . 1 Diagonal and Triangular Matrices . . . . . . . . . . 2 Unitary (Orthogonal) Matrix . . . . . . . . . . . . 3 Permutation Matrix . . . . . . . . . . . . . . 4 Hessenberg (Almost Triangular) Matrix . . . . . . . . . 5 Companion Matrix . .
5 Companion Matrix . . . . . . . . . . . . . . 6 Nonderogatory Matrix . . . . . . . . . . . . . 7 The Jordan Canonical Form of a Matrix . . . . . . . . . 8 Positive Definite Matrix . . . . . . . . . . . . . 9 Block Matrices . . . . . . . . . . . . . . . . 46 Vector and Matrix Norms . . . . . . . . . . . . . 1 Vector Norms . . . . . . . . . . . . . . . . 2 Matrix Norms . . . . . . . . . . . . . .
It has only one eigenvector 1 . 2 Range and Nullspaces For every m × n matrix A, there are two important associated subspaces: the range of A, denoted by R(A), and the null space of A, denoted by N (A), defined as follows: R(A) = {b | b = Ax for some x} N (A) = {x | Ax = 0}. The dimension of N (A) is called the nullity of A and is denoted by null(A). 3 Rank of a Matrix Let A be an m × n matrix. Then the subspace spanned by the row vectors of A is called the row space of A. The subspace spanned by the columns of A is called the column space of A.