15 اردیبهشت 1403
ميلاد جهانگيري

میلاد جهانگیری

مرتبه علمی: استادیار
نشانی: دانشکده مهندسی - گروه مهندسی عمران
تحصیلات: دکترای تخصصی / مهندسی عمران
تلفن: (+98) 77 3122 2372
دانشکده: دانشکده مهندسی

مشخصات پژوهش

عنوان Interactive autodidactic school: A new metaheuristic optimization algorithm for solving mathematical and structural design optimization problems
نوع پژوهش مقالات در نشریات
کلیدواژه‌ها
Metaheuristic optimization Interactive autodidactic school Mathematical optimization Structural optimization
مجله COMPUTERS & STRUCTURES
شناسه DOI https://doi.org/10.1016/j.compstruc.2020.106268
پژوهشگران میلاد جهانگیری (نفر اول) ، محمدعلی هادیان فرد (نفر دوم) ، محمد امیر نجفقلی پور (نفر سوم) ، مهدی جهانگیری (نفر چهارم) ، محمد رضا گرامی (نفر پنجم)

چکیده

A new efficient and robust metaheuristic algorithm called ‘‘Interactive Autodidactic School (IAS)” is proposed in this paper to solve numerical optimization and structural design optimization problems. IAS is a population-based algorithm on the basis of the interactions between students in an autodidactic school with the goal of increasing their knowledge through a combination of self-teaching/self-learning, interactive discussion, criticism, and the competition. IAS is tested in twenty mathematical optimization and seven structural optimization problems. Subsequently, its optimum solution is compared with other well-known optimization algorithms. The obtained results confirmed that the proposed IAS algorithm gives best optimal solution and has excellent performance compared with other optimization methods.