کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
7375343 | 1480067 | 2018 | 8 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Diversity analysis based on ordered patterns
ترجمه فارسی عنوان
تجزیه و تحلیل تنوع بر اساس الگوهای نظم
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
ریاضیات
فیزیک ریاضی
چکیده انگلیسی
Diversity index based on entropy such as Emlen index (EI) is suggested as a highly effective algorithm to detect complexity in nonlinear systems. In this paper, a method considering the amplitude information, called Weighted Emlen index (WEI) is proposed to extract the amplitude information and track the signal changes. And then, we expand EIâWEI methods to multiple time scales. Thus, multiscale Emlen index (MSEI)
and multiscale Weighted Emlen index (MSWEI) will be used to discuss the complexity of traffic time series under different scales. Results show that there are differences between the complexity of weekend traffic time series and workday time series, which gives a better classification of traffic systems for making prediction.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physica A: Statistical Mechanics and its Applications - Volume 506, 15 September 2018, Pages 1126-1133
Journal: Physica A: Statistical Mechanics and its Applications - Volume 506, 15 September 2018, Pages 1126-1133
نویسندگان
Yali Zhang, Pengjian Shang, Zhenghui Sun,