Computational Methods for Modeling of Nonlinear Systems 2024 pdf epub mobi 电子书

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发表于2024-06-18

Computational Methods for Modeling of Nonlinear Systems 2024 pdf epub mobi 电子书

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出版者:Elsevier Science Ltd

作者:Torokhti, A./ Howlett, P.

出品人:

页数:322

译者:

出版时间:2007-4

价格:$ 175.15

装帧:HRD

isbn号码:9780444530448

丛书系列:

图书标签: 计算机科学 of for Systems Nonlinear Modeling Methods Elsevier

Computational Methods for Modeling of Nonlinear Systems 2024 pdf epub mobi 电子书图书描述

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 and its particular branches, such as optimal filtering and information compression.

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