کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
13435861 | 1842981 | 2019 | 4 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Robustness enhancement of complex networks via No-Regret learning
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موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
نرم افزارهای علوم کامپیوتر
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Robustness enhancement of complex networks via No-Regret learning Robustness enhancement of complex networks via No-Regret learning](/preview/png/13435861.png)
چکیده انگلیسی
Optimizing complex networks to be resilient against various attack models has been an important problem that is actively studied in the academia. In the proposed optimization method, individual node degrees are balanced iteratively based on the No-Regret learning algorithm, resulting in a robust network topology with increased resilience against outside attacks. Through simulation results, we show that the proposed robustness enhanced networks perform well under targeted attacks compared to the conventional optimized networks.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: ICT Express - Volume 5, Issue 3, September 2019, Pages 163-166
Journal: ICT Express - Volume 5, Issue 3, September 2019, Pages 163-166
نویسندگان
Insoo Sohn,