图书简介
Nonnegative matrices and positive operators are widely applied in science, engineering, and technology. This book provides the basic theory and several typical modern science and engineering applications of nonnegative matrices and positive operators, including the fundamental theory, methods, numerical analysis, and applications in the Google search engine, computational molecular dynamics, and wireless communications.
Unique features of this book include the combination of the theories of nonnegative matrices and positive operators as well as the emphasis on applications of nonnegative matrices in the numerical analysis of positive operators, such as Markov operators and Frobenius–Perron operators both of which play key roles in the statistical and stochastic studies of dynamical systems.
It can be used as a textbook for an upper level undergraduate or beginning graduate course in advanced matrix theory and/or positive operators as well as for an advanced topics course in operator theory or ergodic theory. In addition, it serves as a good reference for researchers in mathematical sciences, physical sciences, and engineering.
Key Features
• Possibly the first-ever textbook that combines two related subjects in the pursuit of closing the gap between theory, computation, and modern applications of BOTH nonnegative matrices and positive operators, and their interrelation in numerical functional analysis
• The combined approach used in the text serves to broaden the reader’s appreciation of direct applications of nonnegative matrices to structure-preserving approximations of positive operators in various areas
• An extremely useful reference for further research in pure, applied and computational mathematics, science and engineering
Elementary Properties of Nonnegative Matrices; The Perron-Frobenius Theory for Nonnegative Matrices; Stochastic Matrices; Applications of Nonnegative Matrices; Fundamental Theory of Positive Operators; The Spectral Theory of Positive Operators; Markov Operators; Frobenius-Perron Operators; Composition Operators; Approximations of Markov Operators; Applications of Positive Operators.
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