Computer Intensive Methods in Control and Signal Processing

Name: Computer Intensive Methods in Control and Signal Processing
Brand: Springer, Basel
SKU: 9780817639891
Price: 423.12 PLN
Availability: InStock

The Curse of Dimensionality

Autor: Kevin Warwick, Miroslav Karny

Język:

Oprawa: Twarda

Wydawca: Springer, Basel

Dostępność: Dostępna u dostawcy

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Due to the rapid increase in readily available computing power, a corre sponding increase in the com...

Informacje o książce

Autor

Kevin Warwick, Miroslav Karny

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

1997

strony

303

EAN

9780817639891

ISBN

0817639896

Enbook ID

01399185

Wydawca

Springer, Basel

Waga

630

Wymiary

156 x 234 x 19

Pełny opis

Due to the rapid increase in readily available computing power, a corre sponding increase in the complexity of problems being tackled has occurred in the field of systems as a whole. A plethora of new methods which can be used on the problems has also arisen with a constant desire to deal with more and more difficult applications. Unfortunately by increasing the ac curacy in models employed along with the use of appropriate algorithms with related features, the resultant necessary computations can often be of very high dimension. This brings with it a whole new breed of problem which has come to be known as "The Curse of Dimensionality" . The expression "Curse of Dimensionality" can be in fact traced back to Richard Bellman in the 1960's. However, it is only in the last few years that it has taken on a widespread practical significance although the term di mensionality does not have a unique precise meaning and is being used in a slightly different way in the context of algorithmic and stochastic complex ity theory or in every day engineering. In principle the dimensionality of a problem depends on three factors: on the engineering system (subject), on the concrete task to be solved and on the available resources. A system is of high dimension if it contains a lot of elements/variables and/or the rela tionship/connection between the elements/variables is complicated.

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Computer Intensive Methods in Control and Signal Processing

The Curse of Dimensionality

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