Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций

Конференция: Genetic and Evolutionary Computation Conference, GECCO 2019; Prague; Prague

Год издания: 2019

Ключевые слова: constrained optimization, differential evolution, evolutionary algorithm, optimization, selective pressure

Аннотация: Differential Evolution (DE) is a highly competitive numerical optimization method for constrained optimization problems. In this study, a new selective pressure technique is applied in DE, which considers both function values and constraint violations with respect to ε-constraint level. The new modification was tested against knownПоказать полностьюvariants of constrained DE, and it is shown that selective pressure allows significant improvement of algorithm performance in various application scenarios.

Журнал: GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion

Номера страниц: 83-84

• Stanovov V. (Reshetnev Siberian State,University of Science and Technology)
• Akhmedova S. (Reshetnev Siberian State,University of Science and Technology)
• Semenkin E. (Reshetnev Siberian State,University of Science and Technology)

• Ядро РИНЦ (eLIBRARY.RU)