Computational Methods for Modeling of Nonlinear Systems By: Torokhti, Anatoli; Howlett, Phil Publisher: Elsevier Science Print ISBN: 9780126884500, 0126884501 eText ISBN: 9780126884500, 9780080955117, 0080955118 Pages: 322 Format: PDF Available from $ 161.00 USD SKU: 9780126884500 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; and methods 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 particular branches, such as optimal filtering and information compression. - Best operator approximation, - Non-Lagrange interpolation, - Generic Karhunen-Loeve transform - Generalised low-rank matrix approximation - Optimal data compression - Optimal nonlinear filtering SKU: 9780126884500 Ebooks here: https://ebookscoffee.sellpass.io/products/Computational-Methods-for-Modeling-of-Nonlinear-Systems
