English

Polynomial algorithm for $k$-partition minimization of monotone submodular function

Optimization and Control 2018-03-23 v2

Abstract

For a fixed kk, this study considers kk-partition minimization of submodular system (V,f)(V, f) with a finite set VV and symmetric submodular function f:2VRf: 2^{V} \mapsto \mathbb{R}. Our algorithm uses the Queyranne's (1998) algorithm for 2-partition minimization which arises at each step of the recursive decomposition of subsets of the original kk-partition minimization. We show that the computational complexity of this minimizer is O(n3(k1))O(n^{3(k-1)}).

Keywords

Cite

@article{arxiv.1802.01914,
  title  = {Polynomial algorithm for $k$-partition minimization of monotone submodular function},
  author = {Shohei Hidaka},
  journal= {arXiv preprint arXiv:1802.01914},
  year   = {2018}
}
R2 v1 2026-06-23T00:12:50.109Z