GENETIC ALGORITHM OF THE MULTICRITERION PROBLEM SOLUTION OF POWER INPUT OPTIMIZATION WHEN USING MACHINE AND TRACTOR UNITS
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Abstract and keywords
Abstract (English):
The multicriterion optimization technique of machine and tractor unit operational characteristics with the use of multicriterion genetic algorithm is presented in the article. As a result, on the basis of the known genetic algorithm VEGA (Vector Evaluted Genetic Algorithm) the algorithm of multicriterion optimization is received.

Keywords:
genetic algorithm, machine and tractor unit, multicriterion optimizing task, criterion, target functions, Pareto's multitude, operator, suitability function, selection, crossing, mutation
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References

1. Terskov V.A. Modeli funkcionirovaniya i metody optimizacii struktury mnogoprocessornyh vychislitel'nyh sistem. - Krasnoyarsk, 2001. - 335 s.

2. Gumennikova A.P. Adaptivnye poiskovye algoritmy dlya resheniya slozhnyh zadach mnogokriterial'noy optimizacii: dis.. kand. tehn. nauk. - Krasnoyarsk, 2006. - 129 s.

3. Zhuravlev S.Yu., Cuglenok N.V. Ocenka vliyaniya optimal'nyh pokazateley raboty MTA na energozatraty tehnologicheskogo processa // Vestnik KrasGAU. - 2010. - №10. - S. 146-151.

4. Geneticheskiy algoritm. Standart. Ch. I. / A.B. Sergienko, P.V. Galushin, V.V. Buhtoyarov [i dr.] // Opisanie standartnogo geneticheskogo algoritma (sGA). - Krasnoyarsk, 2010. - URL: http://www.harrix.org/main/project_standart_ga.php


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