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Industrial Automatic Control Systems and Controllers Annotation << Back
Combined Evolutionary Algorithm of Multicriteria Optimization of the Biotechnological Process Program Regime |
Serov V.A., Hitrin V.V.
The combined evolutionary algorithm of multicriteria optimization of the biotechnological process program control, consisting of two main stages: global and local search, is considered. The stage of global search is realized by means of genetic algorithm of a multicriteria optimization with program control spline-interpolation. For implementation of a stage of local search, the multicriteria genetic algorithm of possible directions using outcomes of a stage 1 as initial approximation is suggested. The constructed solution possesses a property of Pareto-optimality. The developed evolutionary computational technology allows to solve problems of multicriteria systems control optimization with nonlinear nonconvex objective functionals. Keywords: evolutionary computational technology, multicriteria optimization, genetic algorithm, program control, biotechnological process.
E-mail: ser_off@inbox.ru, argus-surnet@rambler.ru |
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