Methods of nonlinear analysis, Volume 61B (Mathematics in Science and Engineering) (v. 2)
| Author | : | |
| Rating | : | 4.59 (702 Votes) |
| Asin | : | 012084902X |
| Format Type | : | paperback |
| Number of Pages | : | 261 Pages |
| Publish Date | : | 2015-05-26 |
| Language | : | English |
DESCRIPTION:
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. - Best operator approximation,- Non-Lagrange interpolation,- Generic Karhunen-Loeve transform- Generalised low-rank matrix approximation- Optimal data compression- Optimal nonlinear filtering. In this book, we study theoretical and practical aspects of computing methods for mathematical modelling of nonlinear systems