A feedback vertex set (FVS) in a digraph is a subset of vertices whose removal makes the digraph acyclic. In other words, it hits all cycles in the digraph. Lokshtanov et al. [TALG '21] gave a factor 2 randomized approximation algorithm for finding a minimum weight FVS in tournaments. We generalize the result by presenting a factor 2α randomized approximation algorithm for finding a minimum weight FVS in digraphs of independence number α; a generalization of tournaments which are digraphs with independence number $1$. Using the same framework, we present a factor $2$ randomized approximation algorithm for finding a minimum weight Subset FVS in tournaments: given a vertex subset S in addition to the graph, find a subset of vertices that hits all cycles containing at least one vertex in S. Note that FVS in tournaments is a special case of Subset FVS in tournaments in which $S = V(T)$.
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Gupta et al. (2024) studied this question.
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