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Book
Totally Nonnegative Matrices
Authors: ---
ISBN: 1283033542 9786613033543 1400839017 9781400839018 9780691121574 0691121575 Year: 2011 Publisher: Princeton, NJ

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Abstract

"Totally nonnegative matrices arise in a remarkable variety of mathematical applications. This book is a comprehensive and self-contained study of the essential theory of totally nonnegative matrices, defined by the nonnegativity of all subdeterminants. It explores methodological background, historical highlights of key ideas, and specialized topics.The book uses classical and ad hoc tools, but a unifying theme is the elementary bidiagonal factorization, which has emerged as the single most important tool for this particular class of matrices. Recent work has shown that bidiagonal factorizations may be viewed in a succinct combinatorial way, leading to many deep insights. Despite slow development, bidiagonal factorizations, along with determinants, now provide the dominant methodology for understanding total nonnegativity. The remainder of the book treats important topics, such as recognition of totally nonnegative or totally positive matrices, variation diminution, spectral properties, determinantal inequalities, Hadamard products, and completion problems associated with totally nonnegative or totally positive matrices. The book also contains sample applications, an up-to-date bibliography, a glossary of all symbols used, an index, and related references"-- "Totally Nonnegative Matrices" is a comprehensive, modern treatment of the titled class of matrices that arise in very many ways. Methodological background is given, and elementary bidiagonal factorization is a featured tool. In addition to historical highlights and sources of interest, some of the major topics include: recognition, variation diminution, spectral structure, determinantal inequalities, Hadamard products, and completion problems. "--

Keywords

Non-negative matrices. --- Nonnegative matrices --- Matrices --- EB factorization. --- Hadamard core. --- Hadamard multiplication. --- Hadamard powers. --- Hadamard products. --- IITN matrices. --- Jacobi matrices. --- LU factorization. --- MLBC graphs. --- Perron complements. --- Perron-Frobenius theory. --- TN completions. --- TN linear transformations. --- TN matrices. --- TN matrix structure. --- TN matrix. --- TN perturbations. --- TN polynomial matrices. --- TP intervals. --- TP matrices. --- TP matrix. --- TP polynomial matrices. --- Vandermonde matrices. --- bidiagonal factorization. --- completions. --- constructions. --- core matrix theory. --- detemrinants. --- determinantal identities. --- determinantal inequalities. --- direct summation. --- eigenvalues. --- eigenvectors. --- elementary linear algebra. --- extensions. --- line insertion. --- linear transformations. --- matrix completion problems. --- matrix theory. --- nonnegativity. --- numerical analysis. --- partial TN matrices. --- planar diagrams. --- positive minors. --- positive semidefinite matrices. --- positivity. --- powers. --- principal minors. --- rank deficiency. --- rank deficient submatrices. --- recognition. --- retractions. --- roots. --- sign variation diminution. --- spectral properties. --- statistics. --- subdeterminants. --- subdirect sums. --- total positivity. --- totally nonnegative matrices. --- totally positive matrices. --- triangular factorization. --- variation diminution. --- vectors.


Book
Matrix completions, moments, and sums of hermitian squares
Authors: ---
ISBN: 1283101548 9786613101549 1400840597 9781400840595 9781283101547 9780691128894 0691128898 6613101540 Year: 2011 Publisher: Princeton Princeton University Press

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Abstract

Intensive research in matrix completions, moments, and sums of Hermitian squares has yielded a multitude of results in recent decades. This book provides a comprehensive account of this quickly developing area of mathematics and applications and gives complete proofs of many recently solved problems. With MATLAB codes and more than 200 exercises, the book is ideal for a special topics course for graduate or advanced undergraduate students in mathematics or engineering, and will also be a valuable resource for researchers. Often driven by questions from signal processing, control theory, and quantum information, the subject of this book has inspired mathematicians from many subdisciplines, including linear algebra, operator theory, measure theory, and complex function theory. In turn, the applications are being pursued by researchers in areas such as electrical engineering, computer science, and physics. The book is self-contained, has many examples, and for the most part requires only a basic background in undergraduate mathematics, primarily linear algebra and some complex analysis. The book also includes an extensive discussion of the literature, with close to 600 references from books and journals from a wide variety of disciplines.

Keywords

Matrices. --- Algebra, Matrix --- Cracovians (Mathematics) --- Matrix algebra --- Matrixes (Algebra) --- Algebra, Abstract --- Algebra, Universal --- Algebras, Linear --- Hermitian forms --- Matrices --- Forms, Hermitian --- Forms (Mathematics) --- Linear algebra --- Generalized spaces --- Mathematical analysis --- Calculus of operations --- Line geometry --- Topology --- Bernstein–Szeg ő measures. --- Carathéodory problem. --- Christoel–Darboux formulas. --- Corona problem. --- Fejéer–Riesz factorization. --- Fejér–Riesz factorization. --- Hamburger problem. --- Hermitian matrices. --- Hermitian matrix expressions. --- Hermitian squares problems. --- Hilbert spaces. --- Hilbert–Schmidt norm control. --- MATLAB codes. --- Nehari problem. --- Nevanlinna–Pick problem. --- Schur complement. --- Toeplitz case. --- Toeplitz matrices. --- banded case. --- chordal case. --- completion problems. --- complex function theory. --- cones. --- contractive completion. --- contractive completions. --- control theory. --- electrical engineering. --- linear algebra. --- mathematics. --- measure theory. --- minimal rank completions. --- multivariables. --- operator theory. --- partial operator matrices. --- positive Carathéodory interpolation. --- positive definite completions. --- positive semidefinite completion. --- quantum information. --- semidefinite completions. --- semidefinite matrices. --- semidefinite operator matrices. --- semidefinite programming. --- separability problem. --- signal processing. --- trigonometric polynomials.

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