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The importance of implementation details and parameter settings in black-box optimization: a case study on Gaussian estimation-of-distribution algorithms and circles-in-a-square packing problems
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نوع المصدر |
مقال
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بيانات التأليف |
Bosman, Peter A. N. (Author)
Gallagher, Marcus (Author)
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بيانات الدورية المصدر |
العنوان:
Soft computing : a fusion of foundations, methodologies and applications
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رقم المجلد/ العدد: 2018/FEB V.22 N.4
رقم الإستدعاء: 006.3 SOF الموقع: Periodicals & References Hall - 2nd floor
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الوصف المادي |
p 1209-1223
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رمز الوصول | متوافر
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رأس الموضوع/ الواصفات |
Computer
(12522)
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المستخلص |
We consider a scalable problem that has strong ties with real-world problems, can be compactly formulated and efficiently evaluated, yet is not trivial to solve and has interesting characteristics that differ from most commonly used benchmark problems: packing n circles in a square (CiaS). Recently, a first study that used basic Gaussian EDAs indicated that typically suggested algorithmic parameter settings do not necessarily transfer well to the CiaS problem....
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الدورية:
Soft computing : a fusion of foundations, methodologies and applications
(749)
العدد: 2018/FEB V.22 N.4
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