کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1134055 1489093 2014 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A new constraint handling method based on the modified Alopex-based evolutionary algorithm
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی صنعتی و تولید
پیش نمایش صفحه اول مقاله
A new constraint handling method based on the modified Alopex-based evolutionary algorithm
چکیده انگلیسی
In this paper, a new constraint handling method based on a modified AEA (Alopex-based evolutionary algorithm) is proposed. Combined with a new proposed ranking and selecting strategy, the algorithm gradually converges to a feasible region from a relatively feasible region. By introduction of an adaptive relaxation parameter μ, the algorithm fully takes into account different functions corresponding to different sizes of feasible region. In addition, an adaptive penalty function method is employed, which adaptively adjust the penalty coefficient so as to guarantee a moderate penalty. By solving 11 benchmark test functions and two engineering problems, experiment results indicate that the proposed method is reliable and efficient for solving constrained optimization problems. Also, it has great potential in handling many engineering problems with constraints, even with equations.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers & Industrial Engineering - Volume 73, July 2014, Pages 41-50
نویسندگان
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