Computing edge-connectivity in multigraphs and capacitated graphs
SIAM Journal on Discrete Mathematics
Submodular functions in graph theory
Discrete Mathematics
The number of vertices of degree k in a minimally k-edge-connected graph
Journal of Combinatorial Theory Series B
Biconnectivity approximations and graph carvings
Journal of the ACM (JACM)
A faster deterministic maximum flow algorithm
SODA selected papers from the third annual ACM-SIAM symposium on Discrete algorithms
Improved approximation algorithms for uniform connectivity problems
Journal of Algorithms
Approximation algorithms for finding highly connected subgraphs
Approximation algorithms for NP-hard problems
Beyond the flow decomposition barrier
Journal of the ACM (JACM)
Random Sampling in Cut, Flow, and Network Design Problems
Mathematics of Operations Research
Applications of Path Compression on Balanced Trees
Journal of the ACM (JACM)
SODA '02 Proceedings of the thirteenth annual ACM-SIAM symposium on Discrete algorithms
Approximating Minimum-Size k-Connected Spanning Subgraphs via Matching
SIAM Journal on Computing
A 5/4-approximation algorithm for minimum 2-edge-connectivity
SODA '03 Proceedings of the fourteenth annual ACM-SIAM symposium on Discrete algorithms
A 5/4-approximation algorithm for minimum 2-edge-connectivity
SODA '03 Proceedings of the fourteenth annual ACM-SIAM symposium on Discrete algorithms
Special edges, and approximating the smallest directed k-edge connected spanning subgraph
SODA '04 Proceedings of the fifteenth annual ACM-SIAM symposium on Discrete algorithms
Approximating the smallest k-edge connected spanning subgraph by LP-rounding
SODA '05 Proceedings of the sixteenth annual ACM-SIAM symposium on Discrete algorithms
Approximation schemes for minimum 2-connected spanning subgraphs in weighted planar graphs
ESA'05 Proceedings of the 13th annual European conference on Algorithms
Approximation algorithms for the minimum cardinality two-connected spanning subgraph problem
IPCO'05 Proceedings of the 11th international conference on Integer Programming and Combinatorial Optimization
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Khuller and Raghavachari [12] present an approximation algorithm (the KR algorithm) for finding the smallest k-edge connected spanning subgraph (k-ECSS) of an undirected multigraph. They prove the KR algorithm has approximation ratio e k this requires a minor modification of the algorithm. This is the bestknown performance bound for the smallest k-ECSS problem for arbitrary k. Our analysis also gives the best-known performance bound for any fixed value of k ≤ 3, e.g., for even k the approximation ratio is ≤ 1 + (1 -- 1/k)k/2. Our analysis is based on a laminar family of sets (similar to families used in related contexts) which gives a better accounting of edges added in previous iterations of the algorithm. We also present a polynomial time implementation of the KR algorithm on multigraphs, running in the time for O(nm) maximum flow computations, where n (m) is the number of vertices (edges, not counting parallel copies). This complements the implementation of [12] which uses time O((kn)2) and is efficient for small k.