کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
497346 862888 2008 21 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A simple self-adaptive Differential Evolution algorithm with application on the ALSTOM gasifier
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
پیش نمایش صفحه اول مقاله
A simple self-adaptive Differential Evolution algorithm with application on the ALSTOM gasifier
چکیده انگلیسی

Differential Evolution (DE) has gathered a reputation for being a powerful yet simple global optimiser with continually outperforming many of the already existing stochastic and direct search global optimisation techniques. It is however well established that DE is particularly sensitive to its control parameters, most notably the mutation weighting factor F. This sensitivity is further studied here and a simple randomised self-adaptive scheme is proposed for the DE mutation weighting factor F. The performance of this algorithm is studied with the use of several benchmark problems and applied to a difficult control systems design case study.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Soft Computing - Volume 8, Issue 1, January 2008, Pages 350–370
نویسندگان
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