Reconstruction of Asymmetric Networks without Time Series

碩士 === 國立交通大學 === 應用數學系所 === 107 === The purpose of the thesis is to reconstruct complex networks depends on partial information about the dynamic trajectory of the networks systems are available. We propose a modification of the maximum likelihood estimation to reconstruct asymmetric networks witho...

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Bibliographic Details
Main Authors:	Lee, Tsai-Ni, 李采霓
Other Authors:	Juang, Jonq
Format:	Others
Language:	en_US
Published:	2019
Online Access:	http://ndltd.ncl.edu.tw/handle/889wx7

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spelling	ndltd-TW-107NCTU55070152019-11-26T05:16:52Z http://ndltd.ncl.edu.tw/handle/889wx7 Reconstruction of Asymmetric Networks without Time Series 沒有中間信息的非對稱網路的重建 Lee, Tsai-Ni 李采霓碩士國立交通大學應用數學系所 107 The purpose of the thesis is to reconstruct complex networks depends on partial information about the dynamic trajectory of the networks systems are available. We propose a modification of the maximum likelihood estimation to reconstruct asymmetric networks without time series which termed generalized maximum likelihood estimation (GMLE). Such modification markedly improves the accuracy of the network topology when the network is asymmetric such as scale-free network. We compare different asymmetric network to illustrate the main results. Juang, Jonq 莊重 2019 學位論文 ; thesis 26 en_US
collection	NDLTD
language	en_US
format	Others
sources	NDLTD
description	碩士 === 國立交通大學 === 應用數學系所 === 107 === The purpose of the thesis is to reconstruct complex networks depends on partial information about the dynamic trajectory of the networks systems are available. We propose a modification of the maximum likelihood estimation to reconstruct asymmetric networks without time series which termed generalized maximum likelihood estimation (GMLE). Such modification markedly improves the accuracy of the network topology when the network is asymmetric such as scale-free network. We compare different asymmetric network to illustrate the main results.
author2	Juang, Jonq
author_facet	Juang, Jonq Lee, Tsai-Ni 李采霓
author	Lee, Tsai-Ni 李采霓
spellingShingle	Lee, Tsai-Ni 李采霓 Reconstruction of Asymmetric Networks without Time Series
author_sort	Lee, Tsai-Ni
title	Reconstruction of Asymmetric Networks without Time Series
title_short	Reconstruction of Asymmetric Networks without Time Series
title_full	Reconstruction of Asymmetric Networks without Time Series
title_fullStr	Reconstruction of Asymmetric Networks without Time Series
title_full_unstemmed	Reconstruction of Asymmetric Networks without Time Series
title_sort	reconstruction of asymmetric networks without time series
publishDate	2019
url	http://ndltd.ncl.edu.tw/handle/889wx7
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Reconstruction of Asymmetric Networks without Time Series

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