Amodified probabilistic genetic algorithm for the solution of complex constrained optimization problems


Дәйексөз келтіру

Толық мәтін

Аннотация

A new algorithm for the solution of complex constrained optimization problems based on the probabilistic genetic algorithm with optimal solution prediction is proposed. The efficiency investigation results in comparison with standard genetic algorithm are presented.

Авторлар туралы

A Vorozheikin

Siberian State Aerospace University named after academician M. F. Reshetnev, Russia, Krasnoyarsk

Siberian State Aerospace University named after academician M. F. Reshetnev, Russia, Krasnoyarsk

T Gonchar

Siberian State Aerospace University named after academician M. F. Reshetnev, Russia, Krasnoyarsk

Siberian State Aerospace University named after academician M. F. Reshetnev, Russia, Krasnoyarsk

I Panfilov

Siberian State Aerospace University named after academician M. F. Reshetnev, Russia, Krasnoyarsk

Siberian State Aerospace University named after academician M. F. Reshetnev, Russia, Krasnoyarsk

E Sopov

Siberian State Aerospace University named after academician M. F. Reshetnev, Russia, Krasnoyarsk

Siberian State Aerospace University named after academician M. F. Reshetnev, Russia, Krasnoyarsk

S Sopov

Siberian State Aerospace University named after academician M. F. Reshetnev, Russia, Krasnoyarsk

Siberian State Aerospace University named after academician M. F. Reshetnev, Russia, Krasnoyarsk

Әдебиет тізімі

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  2. Goldberg. D. E. Genetic algorithms in search, optimization, and machine learning / D. E. Goldberg. Reading, MA:Addison-Wesley, 1989.
  3. Сопов Е. А. Вероятностный генетический алгоритм и его исследование / Е. А. Сопов // VII Королевские чтения. Т. 5. Сама-а: Изд-во Самар. науч. центра Рос. Акад. наук, 2003. С. 3839.
  4. Сопов Е. А. О вероятностном генетическом алгоритме. Современные техника и технологии. В 2 т. Т. 2 / Е. А. Сопов // Томск: Изд-во Том. политехи, ун-та, 2004. С. 197-199.
  5. Michalewicz, Z. Genetic algorithms, numerical optimization and constraints / Z. Michalewicz // Proc. of the Sixth Intern. Conf. on Genetic Algorithms and their Applications. Pittsburgh, PA, 1995.
  6. Whitley, D. Building Better Test Functions/D. Whitley //Proc. of the Sixth Intern. Conf. on Genetic Algorithms and their Applications. Pittsburgh, PA, 1995.

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© Vorozheikin A.Y., Gonchar T.N., Panfilov I.A., Sopov E.A., Sopov S.A., 2009

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