Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций
Конференция: International Joint Conference on Computational Intelligence, IJCCI 2020; Virtual, Online; Virtual, Online
Год издания: 2020
Ключевые слова: Collective decision-making system, ensemble, evolutionary algorithm, Fuzzy rule-based systems, parameter optimization, regression problem, The problem of restoring the cryolite ratio
Аннотация: Collective decision-making systems (or ensembles) based on fuzzy logic have proven their effectiveness in a number of test and practical tasks. However, the problem of configuring the system and forming the main operators remains unsolved. In this paper is a study of the effectiveness of different sequences of applying optimizationПоказать полностьюprocedures for the formation of the main operators of a collective decision-making system based on fuzzy logic. The effectiveness of tuning schemes for a collective decision-making system is investigated using the problem of restoring the cryolite ratio and the content of calcium and magnesium fluorides. It is shown in the research that an effective choice of the sequence of applying optimization procedures for tuning and forming the main operators can significantly increase the overall efficiency of the system.
Журнал: IJCCI 2020 - Proceedings of the 12th International Joint Conference on Computational Intelligence
Номера страниц: 277-285