کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6855659 660831 2016 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Linkage artificial bee colony for solving linkage problems
ترجمه فارسی عنوان
پیوند گیاه زنبور عسل مصنوعی برای حل مشکلات اتصال
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی
Nature-inspired meta-heuristics have gained popularity for the solution of many real world complex problems, and the artificial bee colony algorithm is one of the most powerful optimisation methods among the meta-heuristics. However, a major drawback prevents the artificial bee colony algorithm from accurately and efficiently finding final solutions for complex problems, whose variables interact with each other. We propose a novel optimization method based on the artificial bee colony algorithm and statistics. The proposed optimization method is evaluated for Pott models and optimization linkage functions, and the proposed method is verified to outperform traditional artificial bee colony and other meta-heuristics for those cases.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 61, 1 November 2016, Pages 378-385
نویسندگان
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