کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
410884 | 679170 | 2006 | 8 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Combining an evolutionary algorithm with data mining to solve a single-vehicle routing problem
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
هوش مصنوعی
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Combining an evolutionary algorithm with data mining to solve a single-vehicle routing problem Combining an evolutionary algorithm with data mining to solve a single-vehicle routing problem](/preview/png/410884.png)
چکیده انگلیسی
The aim of this work is to present some alternatives to improve the performance of an evolutionary algorithm applied to the problem known as the oil collecting vehicle routing problem. Some proposals based on the insertion of local search and data mining (DM) modules in a genetic algorithm (GA) are presented. Four algorithms were developed: a GA, a GA with a local search procedure, a GA including a DM module and a GA including local search and DM. Experimental results demonstrate that the incorporation of DM and local search modules in GA can improve the solution quality produced by this method.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 70, Issues 1–3, December 2006, Pages 70–77
Journal: Neurocomputing - Volume 70, Issues 1–3, December 2006, Pages 70–77
نویسندگان
H.G. Santos, L.S. Ochi, E.H. Marinho, L.M.A. Drummond,