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    NONNEGATIVE MATRICES, POSITIVE OPERATORS, AND APPLICATIONS

    by Jiu Ding (The University of Southern Mississippi, USA) & Aihui Zhou (Chinese Academy of Sciences, China)

    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.

     
    Contents:
    • 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
     
    Readership: Readers in mathematical sciences, physical sciences, and engineering; advanced undergraduates and graduate students in pure mathematics, applied mathematics, and computational mathematics.
     
    “This highly-readable book seems to be the first that combines the two topics and studies their interactions via finite approximations in one book form, for readers with various backgrounds. This book is not only an ideal text for students in mathematical and physical sciences but also a useful self-contained reference for researchers who employ nonnegative matrices and/or positive operators in their work.”
    Tien-Yien Li
    University Distinguished Professor
    Michigan State University
     
    “This book can be used to support students in mathematical sciences in an upper undergraduate or beginning graduate level, following courses on nonnegative matrices or/and positive operators. Concrete parts of this book could be useful for students or researchers specialized in engineering subjects or physical sciences.”
    Mathematical Reviews
     
    364pp    Pub. date: Aug 2009  
    ISBN:   978-981-283-917-6
    981-283-917-8
       US$89 / £59

     


     

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    Updated on 10 February 2012