| 000 | 02634nam a22003375i 4500 | ||
|---|---|---|---|
| 001 | 103171 | ||
| 003 | DE-He213 | ||
| 005 | 20230102113118.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 140714s2015 gw | s |||| 0|eng d | ||
| 020 | _a9783642547867 | ||
| 024 | 7 |
_a10.1007/978-3-642-54786-7 _2doi |
|
| 050 | 4 |
_aQA76.9.A43 _bG736 2015 EB |
|
| 040 |
_aES-MaUEC _bspa |
||
| 100 | 1 |
_aGranichin, Oleg _eautor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _1http://viaf.org/viaf/311455954/ |
|
| 245 | 1 | 0 |
_aRandomized Algorithms in Automatic Control and Data Mining _cby Oleg Granichin, Zeev (Vladimir) Volkovich, Dvora Toledano-Kitai. |
| 264 | 1 |
_aBerlin, Heidelberg _bSpringer International Publishing _c2015 |
|
| 300 | _a1 recurso en línea (XXIV, 251 páginas 99 ilustraciones, 19 ilustraciones a color.) | ||
| 490 | 0 |
_aIntelligent Systems Reference Library _x1868-4394 ; _v67 |
|
| 505 | 0 | _aRandomized algorithms -- Randomization in estimation, identification and filtering problems under arbitrary external noises -- Data mining. | |
| 520 | 3 | _aIn the fields of data mining and control, the huge amount of unstructured data and the presence of uncertainty in system descriptions have always been critical issues. The book Randomized Algorithms in Automatic Control and Data Mining introduces the readers to the fundamentals of randomized algorithm applications in data mining (especially clustering) and in automatic control synthesis. The methods proposed in this book guarantee that the computational complexity of classical algorithms and the conservativeness of standard robust control techniques will be reduced. It is shown that when a problem requires "brute force" in selecting among options, algorithms based on random selection of alternatives offer good results with certain probability for a restricted time and significantly reduce the volume of operations. | |
| 650 | 7 |
_aAlgoritmos computacionales _2embne _9151819 |
|
| 700 | 1 |
_aVolkovich, Zeev (Vladimir) _eautor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _1http://viaf.org/viaf/311455968/ |
|
| 700 | 1 |
_aToledano-Kitai, Dvora _eautor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _1http://viaf.org/viaf/311455986/ |
|
| 776 | 0 | 8 |
_iEdición impresa: _z9783642547874 |
| 776 | 0 | 8 |
_iEdición impresa: _z9783642547850 |
| 776 | 0 | 8 |
_iEdición impresa: _z9783662522912 |
| 856 | 4 | 0 |
_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-642-54786-7 _zAcceso a este recurso digital (usuarios Universidad Europea de Madrid) |
| 490 | 0 | _aEngineering (Springer-11647) | |
| 998 |
_b03/2019 _dz _ef _feng _ggw _h0 |
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| 999 |
_c103171 _d103171 _x1 |
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