%0 Journal Article %A Rudenko, Oleg G. %A Bobniev , Roman V. %D 2013 %I Begell House %K classical genetic algorithm, problems of implementation, modification, formation of new pairs of descendants, mechanism of biological apoptosis, population saturation, threshold of saturation, perfection of algorithm operation, results of experimental investigations %N 2 %P 68-79 %R 10.1615/JAutomatInfScien.v45.i2.80 %T Hybrid Genetic Algorithm on the Basis of Biological Apoptosis %U https://www.dl.begellhouse.com/journals/2b6239406278e43e,2b5b58687dae3a2e,57e7ad68361f625c.html %V 45 %X The classical genetic algorithm and main problems, which originate on its implementation, are considered. Modification of the mentioned algorithm, which changes the way of formation of new pairs of descendants on the basis of the mechanism of biological apoptosis, is suggested. The notion of population saturation is introduced and it is suggested to use threshold of saturation for perfection of algorithm operation. We adduce the results of experimental investigations, which confirm efficiency of the suggested modifications on determination of extremums of multimodal functions. %8 2013-02-18