کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
500157 863074 2006 20 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Cultured differential evolution for constrained optimization
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
پیش نمایش صفحه اول مقاله
Cultured differential evolution for constrained optimization
چکیده انگلیسی

A cultural algorithm with a differential evolution population is proposed in this paper. This cultural algorithm uses different knowledge sources to influence the variation operator of the differential evolution algorithm, in order to reduce the number of fitness function evaluations required to obtain competitive results. Comparisons are provided with respect to three techniques that are representative of the state-of-the-art in the area. The results obtained by our algorithm are similar (in quality) to those obtained by the other approaches with respect to which it was compared. However, our approach requires a lower number of fitness function evaluations than the others.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computer Methods in Applied Mechanics and Engineering - Volume 195, Issues 33–36, 1 July 2006, Pages 4303–4322
نویسندگان
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