| Author: |
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Bellman
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| Title: |
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Methods of nonlinear analysis, Volume 61B (Mathematics in Science and Engineering) (v. 2) |
| Moochable copies: |
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No copies available |
| Topics: |
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| Published in: |
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English |
| Binding: |
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Hardcover |
| Pages: |
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261 |
| Date: |
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1973-02-11 |
| ISBN: |
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012084902X |
| Publisher: |
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Academic Press |
| Weight: |
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1.38 pounds |
| Size: |
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6.0 x 9.0 x 1.0 inches |
Amazon prices: |
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| Description: |
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Product 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
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| URL: |
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http://bookmooch.com/012084902X |
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