"[45B731299E11]" . "RIV/00216305:26230/03:PU42690!RIV/2005/GA0/262305/N" . . "Edice Habilita\u010Dn\u00ED a inaugura\u010Dn\u00ED spisy, sv. 110" . "80-214-2389-7" . . "Bayesovsk\u00E9 evolu\u010Dn\u00ED algoritmy s aplikacemi v \u00FAloh\u00E1ch dekompozice a alokace, zkr\u00E1cen\u00E1 verze habilita\u010Dn\u00ED pr\u00E1ce"@cs . "V\u011Bdeck\u00E9 spisy VUT" . "1"^^ . "The habilitation thesis "Bayesian evolutionary algorithms applied in decomposition and allocation problems" deals with the design, analysis and applications of Bayesian evolutionary algorithms for the solution of complex almost NP-complete combinatorial optimization problems mainly from the area of decomposition and allocation of graph structures. Bayesian evolutionary algorithms are advanced evolutionary algorithms based on the probabilistic graph models. These algorithms lack the well known problem of the standard genetic algorithms with the convergence and the drawback arising from the requirement on the specification of the control parameters and genetic operators."@en . . "Multiobjective optimization problems, decomposition and allocation problems, classical optimization methods, genetic algorithms, probabilistic models, bivariate marginal distribution algorithm, bayesian networks, Bayesian-Dirichlet metric, binary decisio"@en . . "Bayesovsk\u00E9 evolu\u010Dn\u00ED algoritmy s aplikacemi v \u00FAloh\u00E1ch dekompozice a alokace, zkr\u00E1cen\u00E1 verze habilita\u010Dn\u00ED pr\u00E1ce" . . . "Habilita\u010Dn\u00ED pr\u00E1ce "Bayesovsk\u00E9 evolu\u010Dn\u00ED algoritmy s aplikacemi v \u00FAloh\u00E1ch dekompozice a alokace" se zab\u00FDv\u00E1 n\u00E1vrhem, anal\u00FDzou a aplikacemi Bayesovsk\u00FDch evolu\u010Dn\u00EDch algoritm\u016F pro \u0159e\u0161en\u00ED v\u011Bt\u0161inou NP \u00FApln\u00FDch kombinatorick\u00FDch optimaliza\u010Dn\u00EDch probl\u00E9m\u016F zejm\u00E9na z oblasti dekompozice a alokace grafov\u00FDch struktur. Bayesovsk\u00E9 algoritmy pat\u0159\u00ED k pokro\u010Dil\u00FDm evolu\u010Dn\u00EDm algoritm\u016Fm vyu\u017E\u00EDvaj\u00EDc\u00ED grafick\u00E9 pravd\u011Bpodobnostn\u00ED modely. Tyto algoritmy odstra\u0148uj\u00ED probl\u00E9my standardn\u00EDch genetick\u00FDch algoritm\u016F s konvergenc\u00ED a sspecifikac\u00ED \u0159\u00EDd\u00EDc\u00EDch parametr\u016F a genetick\u00FDch oper\u00E1tor\u016F." . . "26230" . . "Bayesovsk\u00E9 evolu\u010Dn\u00ED algoritmy s aplikacemi v \u00FAloh\u00E1ch dekompozice a alokace, zkr\u00E1cen\u00E1 verze habilita\u010Dn\u00ED pr\u00E1ce"@cs . "599564" . . . "Bayesovsk\u00E9 evolu\u010Dn\u00ED algoritmy s aplikacemi v \u00FAloh\u00E1ch dekompozice a alokace, zkr\u00E1cen\u00E1 verze habilita\u010Dn\u00ED pr\u00E1ce" . . "1-32" . . . "Bayesian evolutionary algorithms applied in decomposition and allocation problems"@en . . . . "Vysok\u00E9 u\u010Den\u00ED technick\u00E9 v Brn\u011B. Nakladatelstv\u00ED VUTIUM" . "32"^^ . . "Schwarz, Josef" . "Brno" . "P(GA102/02/0503)" . "Bayesian evolutionary algorithms applied in decomposition and allocation problems"@en . "Habilita\u010Dn\u00ED pr\u00E1ce "Bayesovsk\u00E9 evolu\u010Dn\u00ED algoritmy s aplikacemi v \u00FAloh\u00E1ch dekompozice a alokace" se zab\u00FDv\u00E1 n\u00E1vrhem, anal\u00FDzou a aplikacemi Bayesovsk\u00FDch evolu\u010Dn\u00EDch algoritm\u016F pro \u0159e\u0161en\u00ED v\u011Bt\u0161inou NP \u00FApln\u00FDch kombinatorick\u00FDch optimaliza\u010Dn\u00EDch probl\u00E9m\u016F zejm\u00E9na z oblasti dekompozice a alokace grafov\u00FDch struktur. Bayesovsk\u00E9 algoritmy pat\u0159\u00ED k pokro\u010Dil\u00FDm evolu\u010Dn\u00EDm algoritm\u016Fm vyu\u017E\u00EDvaj\u00EDc\u00ED grafick\u00E9 pravd\u011Bpodobnostn\u00ED modely. Tyto algoritmy odstra\u0148uj\u00ED probl\u00E9my standardn\u00EDch genetick\u00FDch algoritm\u016F s konvergenc\u00ED a sspecifikac\u00ED \u0159\u00EDd\u00EDc\u00EDch parametr\u016F a genetick\u00FDch oper\u00E1tor\u016F."@cs . . "1"^^ . . . "RIV/00216305:26230/03:PU42690" . .