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Computational Methods For Modeling Of Nonlinear Systems

ISBN 9780124366503
REGISTERED: 11/02/17
UPDATED: 01/18/18
Computational Methods For Modeling Of Nonlinear Systems

In this book, we study theoretical and practical aspects of computing methods for mathematical modelling of nonlinear systems

  • Computational Methods For Modeling Of Nonlinear Systems available on May 03 2016 from VitalSource for Https://" itemprop="offers" target="_external" title="" itemscope itemtype="">161.0
  • ISBN bar code 9780124366503 ξ1 registered May 03 2016
  • Product category is Book

  • # 9780124366503

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

    ^ Computational Methods For Modeling Of Nonlinear Systems VitalSource. (revised May 2016)

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