Dilnoz Mukhamedieva

Razrabotka Nechetkikh Modeley Zadach Prinyatiya Resheniy: Razrabotka Modeley Slabo Formalizuemykh Protsessov I Prinyatiya Resheniy Na Osnove Obrabotki Nechetkoy Informatsii Dilnoz Mukhamedieva Russian edition

V rabote rassmotreny aktual'nye teoretiko-metodicheskie problemy razrabotki nechetkikh modeley zadach prinyatiya resheniy. Vvidu ogranichennosti vozmozhnostey traditsionnykh metodov matematicheskogo modelirovaniya pri reshenii slabo formalizuemykh zadach primenyayutsya tekhnologii intellektual'nogo analiza dannykh. V ikh osnove lezhat metody iskusstvennogo intellekta i, osobenno, metody myagkikh vychisleniy, i zarozhdayushchiesya na etoy teoretiko-metodologicheskoy baze napravleniya intellektual'nykh vychislitel'nykh tekhnologiy. Poslednie pozvolyayut poluchat' resheniya s priemlemoy dlya praktiki tochnost'yu, putem obucheniya na dostupnykh iskhodnykh dannykh, imeyushchikhsya v ogranichennom, nepolnom ob"eme, a takzhe predstavlennykh v kachestvennom vide. V svyazi s netraditsionnost'yu primenyaemogo matematicheskogo apparata v knige privodyatsya osnovnye polozheniya teorii nechetkikh mnozhestv, teorii vozmozhnostey, neyronnykh setey v ob"eme, neobkhodimom dlya ponimaniya postanovok zadach, rassmotrennykh v posleduyushchikh glavakh. Kniga rasschitana na shirokoy krug chitateley, vklyuchayushchiy spetsialistov po prikladnoy matematike, inzhenerov, a takzhe lits, interesuyushchikhsya voprosami optimizatsii, teorii sistem i obshchimi voprosami prinyatiya resheniy.