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
"synopsis" may belong to another edition of this title.
Book Description Academic Press, 1973. Book Condition: Good. N/A. Ships from the UK. Former Library book. Shows some signs of wear, and may have some markings on the inside. Bookseller Inventory # GRP77965038
Book Description Academic Press, New York, 1973. Original Cloth. 1st Edition. Mathematics in science and engineering Vol. 61-2. 23 x 15 cm., xv, 261 pp. The book is covered in maroon cloth with gilt lettering on the spine and front. CONDITION. VG+/ VG+. The pages are clean and tight. The ends of the spine are faded and rubbed. The dust jacket is in a protective sleeve; the dust jacket spine is faded. Library marks and labels on spine and front end papers. Ex-Library. Bookseller Inventory # 003285
Book Description Academic Press, 1973. Hardcover. Book Condition: Very Good. Very good. Bookseller Inventory # HH-133-X2-0915100