000			01981cam a2200289zu 4500
001			41001463
003			FRCYB41001463
005			20250107204435.0
006			m o d
007			cr un
008			250107s2007 fr | o|||||0|0|||eng d
020			_a9780444530448
035			_aFRCYB41001463
040			_aFR-PaCSA _ben _c _erda
100	1		_aTorokhti, Anatoli
245	0	1	_aComputational Methods for Modeling of Nonlinear Systems _c['Torokhti, Anatoli', 'Howlett, Phil']
264		1	_bElsevier Science _c2007
300			_a p.
336			_btxt _2rdacontent
337			_bc _2rdamdedia
338			_bc _2rdacarrier
650		0	_a
700	0		_aTorokhti, Anatoli
700	0		_aHowlett, Phil
856	4	0	_2Cyberlibris _uhttps://international.scholarvox.com/netsen/book/41001463 _qtext/html _a
520			_aIn 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.
999			_c58884 _d58884