جستجوی مقالات مرتبط با کلیدواژه
تکرار جستجوی کلیدواژه combinatory optimization algorithm در نشریات گروه فنی و مهندسی
combinatory optimization algorithm
در نشریات گروه برق
تکرار جستجوی کلیدواژه combinatory optimization algorithm در مقالات مجلات علمی
-
Journal of Artificial Intelligence in Electrical Engineering, Volume:11 Issue: 43, Autumn 2022, PP 1 -10The crow search algorithm and the grey wolf optimizer are two favored optimization approaches that have attracted extensive attention from researchers. The swarm-based lifestyle of crows in nature is the inspiration source of the crow search algorithm. The grey wolf optimizer is inspired by the hierarchical system of grey wolves for hunting. Both mentioned algorithms perform properly for solving many optimization problems, but these algorithms do not perform well for some. A combinatory optimization algorithm is introduced in this paper by combining the crow search algorithm with the grey wolf optimizer. The introduced approach has more diverse movements to explore the search space of the investigated problem. The combinatory algorithm is used to solve the feature selection problem of intrusion detection systems, where its goal is to improve the accuracy rate by selecting the most important features to build the system's classifier. The UNSW-NB15 intrusion detection dataset is considered for evaluation of the combinatory algorithm. The results of the experiments reveal the high efficiency of the combinatory algorithm for most instances in the experiments in comparison with the other popular optimization algorithms.Keywords: Gray Wolf Optimization, Crow Search Algorithm, intrusion detection, Feature Selection, Combinatory optimization algorithm
نکته
- نتایج بر اساس تاریخ انتشار مرتب شدهاند.
- کلیدواژه مورد نظر شما تنها در فیلد کلیدواژگان مقالات جستجو شدهاست. به منظور حذف نتایج غیر مرتبط، جستجو تنها در مقالات مجلاتی انجام شده که با مجله ماخذ هم موضوع هستند.
- در صورتی که میخواهید جستجو را در همه موضوعات و با شرایط دیگر تکرار کنید به صفحه جستجوی پیشرفته مجلات مراجعه کنید.