Social network immune algorithm based on network high-order structure
A social network and immune algorithm technology, applied in the field of social network immune algorithm, can solve the problems of affecting the normal activities of adjacent and even all other nodes, destroying the integrity and functionality of the network, affecting the importance of nodes or edges, etc., to achieve protection Network integrity, reducing the destructiveness of the network structure, and improving the effect of immune performance
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[0042] In order to better understand the above-mentioned technical solution, the above-mentioned technical solution will be described in detail below in conjunction with the accompanying drawings and specific implementation methods.
[0043] The present invention provides a social network immune algorithm based on the high-order structure of the network, the principle block diagram is as follows figure 1 As shown, it mainly includes the following steps:
[0044] Step 1: Mining the motifs in the network.
[0045] This step uses the RAND-ESU algorithm to accurately enumerate the types of motifs in the network and the frequency of occurrence of each type of motifs in the network.
[0046]The specific implementation process includes: preprocessing the system that needs to perform the immune operation, and abstracting the system into a directed weightless network G=(υ,ε).
[0047] Among them, υ={υ i |i=1,...,n} is the node set of network G, |υ|=N, N represents the number of nod...
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