Computational Methods for Modeling of Nonlinear Systems
| Author/creator | Torokhti, Anatoli Author |
| Other author | Howlett, Phil Author |
| Format | Electronic |
| Publication Info | Elsevier Science [Imprint] San Diego : Elsevier Science & Technology Books |
| Description | 322 p. 22.900 x 015.200 cm. |
| Supplemental Content | Full text available from eBook - Mathematics pre-2007 |
| Summary | Annotation 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 |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| ISBN | 9780124474505 |
| ISBN | 0124474500 (Trade Cloth) Out of Print |
| Standard identifier# | 9780124474505 |
| Stock number | 00991439 |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |