Vertex connectivity augmentation is FPT parameterized by λ and k with running time 2^{O(k log(k+λ))} n^{O(1)}; edge connectivity augmentation is FPT parameterized by k alone.
Augmenting Undirected Node-Connectivity by One
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Connectivity augmentation is fixed-parameter tractable
Vertex connectivity augmentation is FPT parameterized by λ and k with running time 2^{O(k log(k+λ))} n^{O(1)}; edge connectivity augmentation is FPT parameterized by k alone.