A combinatorial strongly polynomial algorithm for minimizing submodular functions

@article{Iwata2001ACS,
  title={A combinatorial strongly polynomial algorithm for minimizing submodular functions},
  author={Satoru Iwata and Lisa Fleischer and Satoru Fujishige},
  journal={J. ACM},
  year={2001},
  volume={48},
  pages={761-777}
}
This paper presents a combinatorial polynomial-time algorithm for minimizing submodular functions, answering an open question posed in 1981 by Grötschel, Lovász, and Schrijver. The algorithm employs a scaling scheme that uses a flow in the complete directed graph on the underlying set with each arc capacity equal to the scaled parameter. The resulting algorithm runs in time bounded by a polynomial in the size of the underlying set and the length of the largest absolute function value. The paper… CONTINUE READING
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