TY - GEN
T1 - 2-Node-Connectivity Network Design
AU - Nutov, Zeev
N1 - Publisher Copyright: © 2021, Springer Nature Switzerland AG.
PY - 2021
Y1 - 2021
N2 - We consider network design problems in which we are given a graph G= (V, E) with edge costs, and seek a min-cost/size 2-node-connected subgraph G′= (V′, E′) that satisfies a prescribed property. In the Block-Tree Augmentation problem the goal is to augment a tree T by a min-size edge set F⊆ E such that G′= T∪ F is 2-node-connected. We break the natural ratio of 2 for this problem and show that it admits approximation ratio 1.91. This result extends to the related Crossing Family Augmentation problem.In the 2-Connected Dominating Set problem G′ should dominate V. We give the first non-trivial approximation algorithm for this problem, with expected ratio O~ (log4| V| ).In the 2-Connected Quota Subgraph problem we are given node profits p(v) and G′ should have profit at least a given quota Q. We show expected ratio O~ (log2| V| ), almost matching the best known ratio O(log2| V| ). Our algorithms are very simple, and they combine three main ingredients: 1.A probabilistic spanning tree embedding with distortion O~ (log | V| ) results in a variant of the Block-Tree Augmentation problem.2.An approximation ratio preserving reduction of Block-Tree Augmentation variants to Node Weighted Steiner Tree problems.3.Using existing approximation algorithms for variants of the Node Weighted Steiner Tree problem.
AB - We consider network design problems in which we are given a graph G= (V, E) with edge costs, and seek a min-cost/size 2-node-connected subgraph G′= (V′, E′) that satisfies a prescribed property. In the Block-Tree Augmentation problem the goal is to augment a tree T by a min-size edge set F⊆ E such that G′= T∪ F is 2-node-connected. We break the natural ratio of 2 for this problem and show that it admits approximation ratio 1.91. This result extends to the related Crossing Family Augmentation problem.In the 2-Connected Dominating Set problem G′ should dominate V. We give the first non-trivial approximation algorithm for this problem, with expected ratio O~ (log4| V| ).In the 2-Connected Quota Subgraph problem we are given node profits p(v) and G′ should have profit at least a given quota Q. We show expected ratio O~ (log2| V| ), almost matching the best known ratio O(log2| V| ). Our algorithms are very simple, and they combine three main ingredients: 1.A probabilistic spanning tree embedding with distortion O~ (log | V| ) results in a variant of the Block-Tree Augmentation problem.2.An approximation ratio preserving reduction of Block-Tree Augmentation variants to Node Weighted Steiner Tree problems.3.Using existing approximation algorithms for variants of the Node Weighted Steiner Tree problem.
KW - 2-connectivity
KW - Approximation algorithm
KW - Block-tree augmentation
KW - Dominating set
KW - Symmetric crossing family
UR - http://www.scopus.com/inward/record.url?scp=85112105606&partnerID=8YFLogxK
U2 - https://doi.org/10.1007/978-3-030-80879-2_15
DO - https://doi.org/10.1007/978-3-030-80879-2_15
M3 - منشور من مؤتمر
SN - 9783030808785
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 220
EP - 235
BT - Approximation and Online Algorithms - 18th International Workshop, WAOA 2020, Revised Selected Papers
A2 - Kaklamanis, Christos
A2 - Levin, Asaf
PB - Springer Science and Business Media Deutschland GmbH
T2 - 18th International Workshop on Approximation and Online Algorithms, WAOA 2019
Y2 - 9 September 2020 through 10 September 2020
ER -