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This paper studies optimal matroid partitioning problems for various objective functions. In the problem, we are given a finite set and weighted matroids , , and our task is to find a minimum partition of such that $I_i \in ii$. For each objective function, we give a polynomial-time algorithm or prove NP-hardness. In particular, for the case when the given weighted matroids are identical and the objective function is the sum of the maximum weight in each set (i.e., $\sum{i=1}^k\max_{e\in I_i}w_i(e)$), we show that the problem is strongly NP-hard but admits a PTAS.

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