Multi-budgeted Directed Cuts

Multi-budgeted Directed Cuts
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DOI:
10.1007/s00453-019-00609-1
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发表时间:
2018-10
期刊:
影响因子:
1.1
通讯作者:
Stefan Kratsch;Shaohua Li;D. Marx;Marcin Pilipczuk;Magnus Wahlström
Stefan Kratsch;Shaohua Li;D. Marx;Marcin Pilipczuk;Magnus Wahlström
中科院分区:
计算机科学4区
文献类型:
--
作者:
Stefan Kratsch;Shaohua Li;D. Marx;Marcin Pilipczuk;Magnus Wahlström

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In this paper, we study multi-budgeted variants of the classic minimum cut problem and graph separation problems that turned out to be important in parameterized complexity:Skew MulticutandDirected Feedback Arc Set. In our generalization, we assign colorsto some edges and give separate budgetsfor colors. For every color, letbe the set of edges of colori. The solutionCfor the multi-budgeted variant of a graph separation problem not only needs to satisfy the usual separation requirements (i.e., be a cut, a skew multicut, or a directed feedback arc set, respectively), but also needs to satisfy thatfor every. Contrary to the classic minimum cut problem, the multi-budgeted variant turns out to be NP-hard even for. We propose FPT algorithms parameterized byfor all three problems. To this end, we develop a branching procedure for the multi-budgeted minimum cut problem that measures the progress of the algorithm not by reducingkas usual, by but elevating the capacity of some edges and thus increasing the size of maximum source-to-sink flow. Using the fact that a similar strategy is used to enumerate all important separators of a given size, we merge this process with the flow-guided branching and show an FPT bound on the number of (appropriately defined) important multi-budgeted separators. This allows us to extend our algorithm to theSkew MulticutandDirected Feedback Arc Setproblems. Furthermore, we show connections of the multi-budgeted variants with weighted variants of the directed cut problems and theChain-SATproblem, whose parameterized complexity remains an open problem. We show that these problems admit a bounded-in-parameter number of “maximally pushed” solutions (in a similar spirit as important separators are maximally pushed), giving somewhat weak evidence towards their tractability.