Improved Dynamic Colouring of Sparse Graphs

November 13, 2022 Β· Declared Dead Β· πŸ› Symposium on the Theory of Computing

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Authors Aleksander B. G. Christiansen, Krzysztof D. Nowicki, Eva Rotenberg arXiv ID 2211.06858 Category cs.DS: Data Structures & Algorithms Citations 9 Venue Symposium on the Theory of Computing Last Checked 4 months ago
Abstract
Given a dynamic graph subject to edge insertions and deletions, we show how to update an implicit representation of a proper vertex colouring, such that colours of vertices are computable upon query time. We give a deterministic algorithm that uses $O(Ξ±^2)$ colours for a dynamic graph of arboricity $Ξ±$, and a randomised algorithm that uses $O(\min\{Ξ±\log Ξ±, Ξ±\log \log \log n\})$ colours in the oblivious adversary model. Our deterministic algorithm has update- and query times polynomial in $Ξ±$ and $\log n$, and our randomised algorithm has amortised update- and query time that with high probability is polynomial in $\log n$ with no dependency on the arboricity. Thus, we improve the number of colours exponentially compared to the state-of-the art for implicit colouring, namely from $O(2^Ξ±)$ colours, and we approach the theoretical lower bound of $Ξ©(Ξ±)$ for this arboricity-parameterised approach. Simultaneously, our randomised algorithm improves the update- and query time to run in time solely polynomial in $\log n$ with no dependency on $Ξ±$. Our algorithms are fully adaptive to the current value of the dynamic arboricity at query or update time.
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