Optimizing and controlling functions of complex networks by manipulating rich-club connections
Xiao-ke xu; Jie Zhang; Ping Li; Michael Small · 2011 · arXiv
WASTE classifies this as Negative / Null Result Report · AI classification, approximate
The study found no significant effect — useful as a negative control or null benchmark for your own design.
The finding, in one line
“Conversely whether a homogeneous network has a rich-club property or not generally has no significant effect on its structure and function.”
Abstract (excerpt)
Traditionally, there is no evidence suggesting that there are strong ties between the rich-club property and the function of complex networks. In this study, we find that whether a very small portion of rich nodes connected to each other or not can strongly affect the frequency of occurrence of basic building blocks (motif) within networks, and therefore the function, of a heterogeneous network. Conversely whether a homogeneous network has a rich-club property or not generally has no significant effect on its structure and function. These findings open the possibility to optimize and control t
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Metadata source: arXiv