کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
391548 661849 2015 16 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Optimising complex pylon structures with grammatical evolution
ترجمه فارسی عنوان
بهینه سازی ساختارهای پیلینگ پیچیده با تکامل دستوری
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی

Evolutionary algorithms have proven their ability to optimise architectural designs but are limited by their representation, i.e., the structures that the algorithm is capable of generating. The representation is normally constrained to small structures, or parts of a larger structure, to prevent a preponderance of invalid designs. This work uses a grammar based representation to generate large scale pylon designs. It removes invalid designs from the search space, but still allows complex and large scale constructions. In order to show the suitability of this method to real world design problems, we apply it to the Royal Institute of British Architects pylon design competition. This work shows that a combination of a grammar representation with real world constraints is capable of exploring different design configurations while evolving viable and optimised designs.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Sciences - Volume 316, 20 September 2015, Pages 582–597
نویسندگان
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