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Computational Methods for Modeling of Nonlinear Systems by Anatoli Torokhti and Phil Howlett

by Anatoli Torokhti
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Current price ₹10,143.00
Original price ₹16,905.00
Original price ₹16,905.00
Original price ₹16,905.00
(-40%)
₹10,143.00
Current price ₹10,143.00

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Book cover type: Hardcover
  • ISBN13: 9780444530448
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Elsevier Science
  • Publisher Imprint: Elsevier Science
  • Publication Date:
  • Pages: 322
  • Original Price: USD 175.0
  • Language: English
  • Edition: N/A
  • Item Weight: 781 grams
  • BISAC Subject(s): Mathematical Analysis, Mechanical, and Algebra / Linear

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.

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