Education System Search: A New Population-based Metaheuristic Optimization Algorithm
- سال انتشار: 1398
- محل انتشار: مجله مهندسی برق مجلسی، دوره: 13، شماره: 3
- کد COI اختصاصی: JR_MJEE-13-3_011
- زبان مقاله: انگلیسی
- تعداد مشاهده: 125
نویسندگان
Department of Computer Engineering, Faculty of Computer and Electrical Engineering, University of Kashan, Kashan, Iran
Department of Computer Engineering, Faculty of Computer and Electrical Engineering, University of Kashan, Kashan, Iran
چکیده
Optimization algorithms inspired by nature as intelligent optimization methods with classical methods have demonstrated significant success. Some of these techniques are genetic algorithms, inspired by biological evolution of humans and other creatures) ant colony optimization and simulated annealing method (inspired by the refrigeration process metals). The methods for solving optimization problems in many different areas such as determining the optimal course of their work, designing optimal control for industrial processes, solving industrial engineering major issues such as the optimal layout design for industrial units, problem solving, and queuing in the design of intelligent agents have been used. This paper introduces a new algorithm for optimization, which is not a natural phenomenon, but a phenomenon inspired teaching-human. It is entitled Education System algorithm (ESA). Results demonstrate this method is better than other method in this area.کلیدواژه ها
Education System Algorithm, Metaheuristic, Optimization, Evolutionary Algorithmاطلاعات بیشتر در مورد COI
COI مخفف عبارت CIVILICA Object Identifier به معنی شناسه سیویلیکا برای اسناد است. COI کدی است که مطابق محل انتشار، به مقالات کنفرانسها و ژورنالهای داخل کشور به هنگام نمایه سازی بر روی پایگاه استنادی سیویلیکا اختصاص می یابد.
کد COI به مفهوم کد ملی اسناد نمایه شده در سیویلیکا است و کدی یکتا و ثابت است و به همین دلیل همواره قابلیت استناد و پیگیری دارد.