Сотрудник подразделения

Публикации

  1. 11Buzdalova A., Petrova I., Buzdalov M. Runtime Analysis of Different Approaches to Select Conflicting Auxiliary Objectives in the Generalized OneMax Problem // IEEE Symposium Series on Computational Intelligence, SSCI 2016 - 2016, pp. 280-286
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  2. 10Petrova I., Buzdalova A., Korneev G. Runtime Analysis of Random Local Search with Reinforcement Based Selection of Non-Stationary Auxiliary Objectives: Initial Study // Mendel - 2016, pp. 95-102 [SJR: 0.225]
  3. 9Rost A., Petrova I., Buzdalova A. Adaptive Parameter Selection in Evolutionary Algorithms by Reinforcement Learning with Dynamic Discretization of Parameter Range // GECCO 2016 - Proceedings of the 2016 Genetic and Evolutionary Computation Conference - 2016, pp. 141-142
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  4. 8Петрова И.А., Буздалова А.С., Шалыто А.А. Метод динамического выбора вспомогательных критериев в многокритериальных эволюционных алгоритмах // Научно-технический вестник информационных технологий, механики и оптики - 2016. - Т. 16. - № 3(103). - С. 460-466 [IF: 0.28]
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  5. 7Рост А.Ю., Петрова И.А., Буздалова А.С. Адаптивная настройка параметров эволюционного алгоритма с динамическим разбиением диапазона с помощью обучения с подкреплением // СПИСОК-2016 Материалы всероссийской научной конференции по проблемам информатики (СПб, 26-29 апреля 2016г.) - 2016. - С. 268-274
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  6. 6Petrova I., Buzdalova A. Selection of Auxiliary Objectives in the Travelling Salesman Problem using Reinforcement Learning // GECCO'15: Proceedings of the 2015 Genetic and Evolutionary Computation Conference - 2015, pp. 1455-1456
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  7. 5Buzdalov M., Petrova I., Buzdalova A. NSGA-II Implementation Details May Influence Quality of Solutions for the Job-Shop Scheduling Problem // GECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference - 2014, pp. 1445-1446
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  8. 4Petrova I., Buzdalova A., Buzdalov M. Improved Selection of Auxiliary Objectives using Reinforcement Learning in Non-Stationary Environment // Proceedings - 2014 13th International Conference on Machine Learning and Applications, ICMLA 2014 - 2014, pp. 580-583
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  9. 3Petrova I., Buzdalova A., Buzdalov M. Selection of Extra Objectives using Reinforcement Learning in Non-Stationary Environment: Initial Explorations // Mendel - 2014, pp. 105-110 [SJR: 0.225]
  10. 2Buzdalov M.V., Buzdalova A.S., Petrova I.A. Generation of tests for programming challenge tasks using multi-objective optimization // GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference - 2013, pp. 1655-1658
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  11. 1Petrova I., Buzdalova A., Buzdalov M. Improved Helper-Objective Optimization Strategy for Job-Shop Scheduling Problem // Proceedings - 2013 12th International Conference on Machine Learning and Applications, ICMLA 2013 - 2013, Vol. 2, pp. 374-377
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