{"product_id":"randomized-algorithms-in-automatic-control-oleg-granichin-9783642547850","title":"Randomized Algorithms in Automatic Control and Data Mining","description":"\u003cp\u003eIn 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 \u003ci\u003eRandomized Algorithms in Automatic Control and Data Mining\u003c\/i\u003e 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.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Oleg Granichin,Volkovich,Dvora Toledano-Kitai\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3642547850\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783642547850\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/30\/2014\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 251\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.24lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.69d","brand":"Oleg Granichin","offers":[{"title":"Hardcover","offer_id":48487000146175,"sku":"9783642547850","price":109.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_b8136446-c10a-4482-9413-3a22594d9fb5.jpg?v=1778057685","url":"https:\/\/www.whiterainbookhouse.com\/products\/randomized-algorithms-in-automatic-control-oleg-granichin-9783642547850","provider":"WR Book House","version":"1.0","type":"link"}