Authored by Tsitsiashvili Gurami*
Introduction
By analogy with [1], we consider a protein network represented by a directed graph (digraph) G with the set U of nodes, which are proteins and whose directed edges are paired bonds between nodes represented in the Cytoscape program. Dedicate the subset U/ ⊆U of nodes and decrease in a comparison with [1] a number of edges, which block all paths from outside of the set U/ outside of the setU/ .
Take all nodes from the subset U/ and all edges between them. These nodes and edges create directed sub-graphG/ ⊆ G . Replace all (directed) edges of the sub-graph G/ by undirected ones and obtain undirected graph G// . Define in the sub-graph G// all its connectivity components / / / / Return directions to all edges of the subgraph G//k G k and define in such a way the sub-graph Gk of the digraph G, k =1,...,n.
Factorize each sub-graph Gk by a relation of cyclic equivalence (two nodes are cyclically equivalent if there is a cycle containing both of them) and construct acyclic digraph with nodes - clusters of cyclic equivalence. Construct the partial order ≥ between the clusters (a relation A ≥ B is true if there is a way from cluster A to cluster B ) in Gk .
Denote by vk *a set of edges incoming to GK and by VK**a set of edges out-coming from GK and designate bypK, qKnumbers of edges in these sets. Define the following sets WK*,WK**of clusters in digraphGK Each cluster has final nodes of some edges from the set V K*Similarly, each cluster has initial nodes of some edges from the set VK **The WK*,WK** setsmay intersect.
Construct the set consisting of clusters GK,i,such that but there are some cluster and a way from in digraph GK.By analogy construct the set of clusters such that but there are some cluster and a way from in digraph GK
Designate byall edges incoming some clusters containing in the set from the outside of the graph all edges out-coming from some clusters in the set WK**outside the graph GKDenote a number of edges in the set a number of edges in the set
Assume that and block all edges from In such a way, we block all paths from the outside of GKoutsideGK. Then a number of edges blocking the sub-graph GKequals’Last inequalities show, how this algorithm decreases a number of blocked edges in a comparison with [1]. Next step of the decomposition procedure in this algorithm may be an allocation of disconnected subsets in pairs of sets
To read more about this article...Open access Journal of Biostatistics & Biometric Applications
Please follow the URL to access more information about this article
https://irispublishers.com/abba/fulltext/decomposition-algorithms-of-blocking-the-selected-edges-in-the-digraph.ID.000562.php
To know more about our Journals....Iris Publishers
No comments:
Post a Comment