1. Degree-anonymization using edge rotations
- Author
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Cristina Bazgan, Pierre Cazals, Janka Chlebíková, Université Paris Dauphine-PSL, Université Paris sciences et lettres (PSL), Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision (LAMSADE), and Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)
- Subjects
General Computer Science ,Degree (graph theory) ,Data_MISCELLANEOUS ,[INFO.INFO-DS]Computer Science [cs]/Data Structures and Algorithms [cs.DS] ,Approximation algorithm ,0102 computer and information sciences ,02 engineering and technology ,Edge (geometry) ,01 natural sciences ,Theoretical Computer Science ,Vertex (geometry) ,Combinatorics ,Integer ,010201 computation theory & mathematics ,0202 electrical engineering, electronic engineering, information engineering ,Order (group theory) ,Graph (abstract data type) ,020201 artificial intelligence & image processing ,Time complexity ,ComputingMilieux_MISCELLANEOUS ,MathematicsofComputing_DISCRETEMATHEMATICS ,Mathematics - Abstract
The Min Anonymous-Edge-Rotation problem asks for an input graph G and a positive integer k to find a minimum number of edge rotations that transform G into a graph such that for each vertex there are at least k − 1 other vertices of the same degree (a k-degree-anonymous graph). In this paper, we prove that the Min Anonymous-Edge-Rotation problem is NP-hard even for k = n / q , where n is the order of a graph and q any positive integer, q ≥ 3 . We argue that under some constrains on the number of edges in a graph and k, Min Anonymous-Edge-Rotation is polynomial-time 2-approximable. Furthermore, we show that the problem is solvable in polynomial time for any graph when k = n and for trees when k = θ ( n ) . Additionally, we establish sufficient conditions for an input graph and k such that a solution for Min Anonymous-Edge-Rotation exists.
- Published
- 2021
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