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  4. 7(97)'2011
  5. Optimization of planning of petroleum derivatives production by using differential evolution

Optimization of planning of petroleum derivatives production by using differential evolution

L.А.Gardashova, N.I.Hasanova, F.M.Agayev
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This paper considers an approach to multi-objective optimization of production of petroleum derivatives using the differential evolution algorithm. A fuzzy multi-objective linear model of production of petroleum derivatives is considered as the subject of research. The paper consists of the following parts: an introduction, a statement of problem, and a description of the method with application to a real refinery plant. The results of the application of the suggested method to solve a real multi-objective optimization problem have demonstrated its advantages over the other methods for the same purpose.
Keywords: fuzzy multi-objective decision making, optimum planning of petroleum derivatives production, differential optimization, fuzzy modeling