کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
394099 665773 2011 24 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Rosenbrock artificial bee colony algorithm for accurate global optimization of numerical functions
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Rosenbrock artificial bee colony algorithm for accurate global optimization of numerical functions
چکیده انگلیسی

A Rosenbrock artificial bee colony algorithm (RABC) that combines Rosenbrock’s rotational direction method with an artificial bee colony algorithm (ABC) is proposed for accurate numerical optimization. There are two alternative phases of RABC: the exploration phase realized by ABC and the exploitation phase completed by the rotational direction method. The proposed algorithm was tested on a comprehensive set of complex benchmark problems, encompassing a wide range of dimensionality, and it was also compared with several algorithms. Numerical results show that the new algorithm is promising in terms of convergence speed, success rate, and accuracy. The proposed RABC is also capable of keeping up with the direction changes in the problems.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Sciences - Volume 181, Issue 16, 15 August 2011, Pages 3508–3531
نویسندگان
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