Kollektivnye Tekhnologii Intellektual'nogo Analiza Dannykh
| AUTHOR | Shabalov Andrey; Efimov Sergey; Semenkin Evgeniy |
| PUBLISHER | LAP Lambert Academic Publishing (03/01/2012) |
| PRODUCT TYPE | Paperback (Paperback) |
Description
Shirokoe ispol'zovanie v povsednevnoy zhizni sistem intellektual'nogo analiza dannykh sderzhivaetsya vysokoy slozhnost'yu proektirovaniya ikh algoritmicheskogo yadra, trebuyushchego privlecheniya vysokokvalifitsirovannykh spetsialistov. Avtomatizatsiya protsessa proektirovaniya intellektual'nykh sistem mozhet znachitel'no uprostit' ikh razrabotku i vnedrenie. V rabote rassmotreny metody avtomatizirovannogo proektirovaniya intellektual'nykh informatsionnykh tekhnologiy (IIT) dlya resheniya slozhnykh zadach analiza dannykh i prinyatiya resheniy. Dlya avtomatizatsii proektirovaniya neyrosetevykh modeley, sistem na nechetkoy logike i neyro-nechetkikh sistem, a takzhe dlya podderzhki prinyatiya upravlencheskikh resheniy primenyaetsya modifitsirovannyy geneticheskiy algoritm (GA) s mnozhestvennym operatorom ravnomernoy rekombinatsii dlya resheniya zadach uslovnoy optimizatsii, otlichayushchiysya ot izvestnykh algoritmov organizatsiey selektivnogo davleniya na etape skreshchivaniya i obladayushchiy bol'shey effektivnost'yu po sravneniyu so standartnymi GA. V proektirovanii kollektivov IIT dlya povysheniya ikh effektivnosti primenyayutsya algoritmy geneticheskogo programmirovaniya. Vse predlozhennye metody provereny na real'nykh prakticheskikh zadachakh prinyatiya resheniy i analiza dannykh.
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Product Format
Product Details
ISBN-13:
9783848419487
ISBN-10:
3848419483
Binding:
Paperback or Softback (Trade Paperback (Us))
Content Language:
Russian
More Product Details
Page Count:
108
Carton Quantity:
72
Product Dimensions:
6.00 x 0.26 x 9.00 inches
Weight:
0.37 pound(s)
Country of Origin:
US
Subject Information
BISAC Categories
Computers | General
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Shirokoe ispol'zovanie v povsednevnoy zhizni sistem intellektual'nogo analiza dannykh sderzhivaetsya vysokoy slozhnost'yu proektirovaniya ikh algoritmicheskogo yadra, trebuyushchego privlecheniya vysokokvalifitsirovannykh spetsialistov. Avtomatizatsiya protsessa proektirovaniya intellektual'nykh sistem mozhet znachitel'no uprostit' ikh razrabotku i vnedrenie. V rabote rassmotreny metody avtomatizirovannogo proektirovaniya intellektual'nykh informatsionnykh tekhnologiy (IIT) dlya resheniya slozhnykh zadach analiza dannykh i prinyatiya resheniy. Dlya avtomatizatsii proektirovaniya neyrosetevykh modeley, sistem na nechetkoy logike i neyro-nechetkikh sistem, a takzhe dlya podderzhki prinyatiya upravlencheskikh resheniy primenyaetsya modifitsirovannyy geneticheskiy algoritm (GA) s mnozhestvennym operatorom ravnomernoy rekombinatsii dlya resheniya zadach uslovnoy optimizatsii, otlichayushchiysya ot izvestnykh algoritmov organizatsiey selektivnogo davleniya na etape skreshchivaniya i obladayushchiy bol'shey effektivnost'yu po sravneniyu so standartnymi GA. V proektirovanii kollektivov IIT dlya povysheniya ikh effektivnosti primenyayutsya algoritmy geneticheskogo programmirovaniya. Vse predlozhennye metody provereny na real'nykh prakticheskikh zadachakh prinyatiya resheniy i analiza dannykh.
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