Algorithms with improved delay for enumerating connected induced subgraphs of a large cardinality

INFORMATION PROCESSING LETTERS(2024)

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摘要
The problem of enumerating all connected induced subgraphs of a given order kfrom a given graph arises in many practical applications: bioinformatics, information retrieval, processor design, to name a few. The upper bound on the number of connected induced subgraphs of order kis n center dot (e Delta)(k) /( Delta-1)k, where Delta is the maximum degree in the input graph Gand nis the number of vertices in G. In this short communication, we first introduce a new neighborhood operator that is the key to design reverse search algorithms for enumerating all connected induced subgraphs of order k. Based on the proposed neighborhood operator, three algorithms with delay of O(k center dot min{(n - k), k Delta} center dot (k log Delta + logn)), O(k center dot min{(n - k), k Delta} center dot n) and O(k(2) center dot min{(n - k), k Delta} center dot min{k, Delta}) respectively are proposed. The first two algorithms require exponential space to improve upon the current best delay bound O(k(2) Delta)[4] for this problem in the case k > nlog Delta-logn- Delta+root nlognlog Delta log Delta and k > n(2) /n+ Delta respectively.
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关键词
Graph algorithms,Subgraph enumeration,Connected induced subgraphs,Reverse search
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