Avtomatizirovannoe Formirovanie Nechetkikh Klassifikatorov: Samonastraivayushchimisya Koevolyutsionnymi Algoritmami - Roman Sergienko - Books - LAP LAMBERT Academic Publishing - 9783844393132 - December 30, 2011
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Roman Sergienko
Avtomatizirovannoe Formirovanie Nechetkikh Klassifikatorov: Samonastraivayushchimisya Koevolyutsionnymi Algoritmami Russian edition

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Rabota predstavlyaet soboy dissertatsiyu na soiskanie uchenoy stepeni kandidata tekhnicheski nauki po spetsial'nosti 05.13.17 "teoreticheskie osnovy informatiki". Dissertatsiya zashchishchena 10.12.2010 v Sibirskom Federal'nom Universitete (g. Krasnoyarsk). Rabota posvyashchena issledovaniyu nechetkikh klassifikatorov, odnovremenno reshayushchikh zadachi klassifikatsii i obnaruzheniya novykh znaniy v dannykh. Predlagaetsya novyy metod formirovaniya nechetkogo klassifikatora, ob"edinyayushchiy dva osnovnykh podkhoda k proektirovaniyu nechetkikh sistem evolyutsionnymi algoritmami ? Pittsburgskiy i Michiganskiy. Dlya avtomaticheskoy nastroyki parametrov evolyutsionnogo algoritma predlagaetsya koevolyutsionnyy podkhod. Dlya obosnovaniya tselesoobraznosti ispol'zovaniya koevolyutsionnogo algoritma provedeny kompleksnye issledovaniya dannogo podkhoda na mnozhestve testovykh i prakticheskikh zadach optimizatsii razlichnykh klassov (bezuslovnaya i uslovnaya, odno- i mnogokriterial'naya optimizatsiya). Provedeny issledovaniya novogo metoda formirovaniya nechetkogo klassifikatora na ryade prakticheskikh zadach klassifikatsii iz razlichnykh predmetnykh oblastey (ekonomika, meditsina, biologiya, materialovedenie, distantsionnoe zondirovanie Zemli i dr.), pokazany preimushchestva metoda.

Media Books     Paperback Book   (Book with soft cover and glued back)
Released December 30, 2011
ISBN13 9783844393132
Publishers LAP LAMBERT Academic Publishing
Pages 196
Dimensions 150 × 11 × 226 mm   ·   310 g
Language German  

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