Theory of Difference Equations Numerical Methods and Applications by V Lakshmikantham and D Trigiante: Volume 181
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In this book, we study theoretical and practical aspects of computing methods for mathematical modelling of nonlinear systems. A number of computing techniques are considered, such as methods of operator approximation with any given accuracy; operator interpolation techniques including a non-Lagrange interpolation; methods of system representation subject to constraints associated with concepts of causality, memory and stationarity; methods of system representation with an accuracy that is the best within a given class of models; methods of covariance matrix estimation;methods for low-rank matrix approximations; hybrid methods based on a combination of iterative procedures and best operator approximation; andmethods for information compression and filtering under condition that a filter model should satisfy restrictions associated with causality and different types of memory.As a result, the book represents a blend of new methods in general computational analysis, and specific, but also generic, techniques for study of systems theory ant its particularbranches, such as optimal filtering and information compression.
Format:Hardcover
Language:English
ISBN:0124341004
ISBN13:9780124341005
Release Date:May 1988
Publisher:Elsevier Science
Length:322 Pages
Weight:1.25 lbs.
Dimensions:5.9" x 9.0"
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