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A self-consistent approach to measure preferential attachment in networks and its application to an inherent structure network

Abstract:

Preferential attachment is one possible way to obtain a scale-free network. We develop a self-consistent method to determine whether preferential attachment occurs during the growth of a network, and to extract the preferential attachment rule using time-dependent data. Model networks are grown with known preferential attachment rules to test the method, which is seen to be robust. The method is then applied to a scale-free inherent structure network, which represents the connections between ...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1016/j.physa.2006.11.007

Authors


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Institution:
University of Oxford
Division:
MPLS
Department:
Chemistry
Sub department:
Physical & Theoretical Chem
Role:
Author
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Funding agency for:
Doye, J
Engineering and Physical Sciences Research Council More from this funder
Royal Society More from this funder
Publisher:
Elsevier Publisher's website
Journal:
Physica A Journal website
Volume:
377
Issue:
1
Pages:
351-362
Publication date:
2005-12-06
DOI:
ISSN:
0378-4371
Source identifiers:
40206
Language:
English
Keywords:
Pubs id:
pubs:40206
UUID:
uuid:1b5a2c1b-25c7-4077-a828-1dd47785b6f1
Local pid:
pubs:40206
Deposit date:
2012-12-19

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