Computational methods for modelling of nonlinear systems:
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Amsterdam
Elsevier
2007
|
| Edition: | 1st ed |
| Series: | Mathematics in science and engineering
v. 212 |
| Subjects: | |
| Online Access: | Volltext |
| Item Description: | 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 Includes bibliographical references (p. 379-393) and index |
| Physical Description: | 1 Online-Ressource (xi, 397 p.) |
| ISBN: | 9780444530448 0444530444 9780080475387 0080475388 9780750668477 |
Staff View
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| 246 | 1 | 3 | |a Computational methods for modeling of nonlinear systems |
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| 300 | |a 1 Online-Ressource (xi, 397 p.) | ||
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| 490 | 0 | |a Mathematics in science and engineering |v v. 212 | |
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| dewey-full | 515.72480113 |
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| isbn | 9780444530448 0444530444 9780080475387 0080475388 9780750668477 |
| language | English |
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| series2 | Mathematics in science and engineering |
| spelling | Torokhti, A., (Anatoli) Verfasser aut Computational methods for modelling of nonlinear systems A. Torokhti, P. Howlett Computational methods for modeling of nonlinear systems 1st ed Amsterdam Elsevier 2007 1 Online-Ressource (xi, 397 p.) txt rdacontent c rdamedia cr rdacarrier Mathematics in science and engineering v. 212 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 Includes bibliographical references (p. 379-393) and index MATHEMATICS / Functional Analysis bisacsh Niet-lineaire systemen gtt Optimaliseren gtt Nonlinear systems / Mathematical models fast Mathematisches Modell Nonlinear systems Mathematical models Nichtlineares System (DE-588)4042110-7 gnd rswk-swf Mathematisches Modell (DE-588)4114528-8 gnd rswk-swf Numerisches Verfahren (DE-588)4128130-5 gnd rswk-swf Nichtlineares System (DE-588)4042110-7 s Mathematisches Modell (DE-588)4114528-8 s Numerisches Verfahren (DE-588)4128130-5 s 1\p DE-604 Howlett, P. G. Sonstige oth http://www.sciencedirect.com/science/book/9780444530448 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Torokhti, A., (Anatoli) Computational methods for modelling of nonlinear systems MATHEMATICS / Functional Analysis bisacsh Niet-lineaire systemen gtt Optimaliseren gtt Nonlinear systems / Mathematical models fast Mathematisches Modell Nonlinear systems Mathematical models Nichtlineares System (DE-588)4042110-7 gnd Mathematisches Modell (DE-588)4114528-8 gnd Numerisches Verfahren (DE-588)4128130-5 gnd |
| subject_GND | (DE-588)4042110-7 (DE-588)4114528-8 (DE-588)4128130-5 |
| title | Computational methods for modelling of nonlinear systems |
| title_alt | Computational methods for modeling of nonlinear systems |
| title_auth | Computational methods for modelling of nonlinear systems |
| title_exact_search | Computational methods for modelling of nonlinear systems |
| title_full | Computational methods for modelling of nonlinear systems A. Torokhti, P. Howlett |
| title_fullStr | Computational methods for modelling of nonlinear systems A. Torokhti, P. Howlett |
| title_full_unstemmed | Computational methods for modelling of nonlinear systems A. Torokhti, P. Howlett |
| title_short | Computational methods for modelling of nonlinear systems |
| title_sort | computational methods for modelling of nonlinear systems |
| topic | MATHEMATICS / Functional Analysis bisacsh Niet-lineaire systemen gtt Optimaliseren gtt Nonlinear systems / Mathematical models fast Mathematisches Modell Nonlinear systems Mathematical models Nichtlineares System (DE-588)4042110-7 gnd Mathematisches Modell (DE-588)4114528-8 gnd Numerisches Verfahren (DE-588)4128130-5 gnd |
| topic_facet | MATHEMATICS / Functional Analysis Niet-lineaire systemen Optimaliseren Nonlinear systems / Mathematical models Mathematisches Modell Nonlinear systems Mathematical models Nichtlineares System Numerisches Verfahren |
| url | http://www.sciencedirect.com/science/book/9780444530448 |
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