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Titlebook: Computer Intensive Methods in Control and Signal Processing; The Curse of Dimensi Miroslav Kárny,Kevin Warwick Book 1997 Springer Science+B

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書目名稱Computer Intensive Methods in Control and Signal Processing
副標(biāo)題The Curse of Dimensi
編輯Miroslav Kárny,Kevin Warwick
視頻videohttp://file.papertrans.cn/234/233599/233599.mp4
圖書封面Titlebook: Computer Intensive Methods in Control and Signal Processing; The Curse of Dimensi Miroslav Kárny,Kevin Warwick Book 1997 Springer Science+B
描述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 s
出版日期Book 1997
關(guān)鍵詞Control engineering; Normal; Regression; Signal; Signal processing; Tracking; algorithm; algorithms; artific
版次1
doihttps://doi.org/10.1007/978-1-4612-1996-5
isbn_softcover978-1-4612-7373-8
isbn_ebook978-1-4612-1996-5
copyrightSpringer Science+Business Media New York 1997
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Computer Intensive Methods in Control and Signal ProcessingThe Curse of Dimensi
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Computer Intensive Methods in Control and Signal Processing978-1-4612-1996-5
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https://doi.org/10.1007/978-3-662-00793-8o one is demonstrated. Moreover, this paper shows that for a certain class of search problems Linguistic Geometry tools (a set of heuristic algorithms) generate optimal solutions. In particular, a proof of optimality of the solution of the first example, a problem with serial motions, is considered.
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,Hilfsmittel zur Vermeidung der Abl?sung,t algorithm was derived to compute both the attenuation and the activity distribution from the PET emission sinogram only. Simulations indicate that the emission sino-grams indeed contain information on the attenuation distribution, which is recovered with the ML-approach. Application to clinical PE
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