Computational Methods for Modeling of Nonlinear Systems
| Author/creator | Tou, Julius T. Editor |
| Other author | Howlett, Phil Author |
| Other author | Torokhti, Anatoli Author |
| Format | Electronic |
| Publication Info | Elsevier Science [Imprint] San Diego : Elsevier Science & Technology Books |
| Description | 322 p. 09.000 x 06.000 in. |
| Supplemental Content | Full text available from eBook - Mathematics pre-2007 |
| Subjects |
| Series | Mathematics in Science and Engineering Ser. Vol. 10 |
| 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;<br />methods for low-rank matrix approximations; hybrid methods based on a combination of iterative procedures and best operator approximation; and<br />methods for information compression and filtering under condition that a filter model should satisfy restrictions associated with causality and different types of memory.<br /><br />As a result, the book represents a blend of new methods in general computational analysis,<br />and specific, but also generic, techniques for study of systems theory ant its particular<br />branches, such as optimal filtering and information compression.<br /><br />- Best operator approximation,<br />- Non-Lagrange interpolation,<br />- Generic Karhunen-Loeve transform<br />- Generalised low-rank matrix approximation<br />- Optimal data compression<br />- Optimal nonlinear filtering |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| ISBN | 9780126962505 |
| ISBN | 0126962502 (Trade Cloth) Active Record |
| Standard identifier# | 9780126962505 |
| Stock number | 00991439 |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |