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Exact and approximation algorithms for weighted matroid intersection

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概要 We present exact and approximation algorithms for the weighted matroid intersection problems. Our exact algorithms are faster than previous algorithms when the largest weight is relatively small. Our ...approximation algorithms deliver a (1-∈)-approximate solution with running times significantly faster than known exact algorithms. The core of our algorithms is a decomposition technique: we decompose the weighted version of the problem into a set of unweighted matroid intersection problems. The computational advantage of this approach is that we can then make use of fast unweighted matroid intersection algorithms as a black box for designing algorithms. To be precise, we show that we can find an exact solution via solving W unweighted matroid intersections problems, where W is the largest given weight. Furthermore, we can find a (1-∈)-approximate solution via solving O(∈^{-1} log r) unweighted matroid intersection problems, where r is the smallest rank of the given two matroids.続きを見る

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登録日 2014.12.15
更新日 2022.01.24

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