"423138" . . "The GMDH MIA algorithm is modified by the use of selection procedure from genetic algorithms and including cloning of the best neurons generated. The selection procedure finds parents for a new neuron among already existing neurons according to fitness and with some probability also from network inputs. The essence of cloning is slight modification of parameters of copies of the best neuron, i.e. neuron with the largest fitness. The genetically modified GMDH network with cloning (GMC-GMDH) can outperform other powerful methods. It is demonstrated on some tasks from Machine Learning Repository."@en . . "The GMDH MIA algorithm is modified by the use of selection procedure from genetic algorithms and including cloning of the best neurons generated. The selection procedure finds parents for a new neuron among already existing neurons according to fitness and with some probability also from network inputs. The essence of cloning is slight modification of parameters of copies of the best neuron, i.e. neuron with the largest fitness. The genetically modified GMDH network with cloning (GMC-GMDH) can outperform other powerful methods. It is demonstrated on some tasks from Machine Learning Repository." . "P(1M0567), Z(AV0Z10300504), Z(MSM6840770012)" . . "Algoritmus GMDH-MIA byl modifikov\u00E1n pou\u017Eit\u00EDm selek\u010Dn\u00ED procedury z genetick\u00FDch algoritm\u016F a zahrnut\u00EDm klonov\u00E1n\u00ED. Selek\u010Dn\u00ED procedura najde rodi\u010De pro nov\u00FD neuron mezi ji\u017E existuj\u00EDc\u00EDmi neurony podle jejich fitness a s ur\u010Ditou pravd\u011Bpodobnost\u00ED tak\u00E9 mezi vstupy s\u00EDt\u011B. Podstatou klonov\u00E1n\u00ED je mal\u00E1 modifikace parametr\u016F nejlep\u0161\u00EDho neuronu. Geneticky modifikovan\u00E1 s\u00ED\u0165 GMDH s kolonov\u00E1n\u00EDm (GMC-GMDH) je schopna lep\u0161\u00EDch v\u00FDsledk\u016F ne\u017E jin\u00E9 v\u00FDkonn\u00E9 metody. Je to uk\u00E1z\u00E1no na n\u011Bkter\u00FDch datech z Machine Learning Repository."@cs . . "Genetic Selection and Cloning in GMDH MIA Method" . . "Genetick\u00E1 selekce a klonov\u00E1n\u00ED v metod\u011B GMDH MIA"@cs . "genetic algorithm; genetic selection; inductive modeling"@en . "Genetic Selection and Cloning in GMDH MIA Method" . . . "[5A3470BDA09F]" . "RIV/68407700:21460/07:12132802!RIV08-MSM-21460___" . "IWIM 2007 - International Workshop on Inductive Modelling" . "\u010Cesk\u00E9 vysok\u00E9 u\u010Den\u00ED technick\u00E9 v Praze" . "978-80-01-03881-9" . "7"^^ . "Ji\u0159ina, Marcel" . "165;171" . . "Praha" . "Praha" . . "1"^^ . . "2007-09-23+02:00"^^ . . . . "Genetic Selection and Cloning in GMDH MIA Method"@en . "2"^^ . . "Genetic Selection and Cloning in GMDH MIA Method"@en . "RIV/68407700:21460/07:12132802" . "Ji\u0159ina, M." . "Genetick\u00E1 selekce a klonov\u00E1n\u00ED v metod\u011B GMDH MIA"@cs . . . . "21460" . . .