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Minimizing submodular functions over families of sets

Combinatorica, 1995
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Michel X. Goemans, V. S. Ramakrishnan
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An analysis of approximations for maximizing submodular set functions—I

Mathematical Programming, 1978
LetN be a finite set andz be a real-valued function defined on the set of subsets ofN that satisfies z(S)+z(T)źz(SźT)+z(SźT) for allS, T inN. Such a function is called submodular. We consider the problem maxSźN{a(S):|S|≤K,z(S) submodular}. Several hard combinatorial optimization problems can be posed in this framework.
George L. Nemhauser   +2 more
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Augmenting a Submodular and Posi-modular Set Function by a Multigraph

Journal of Combinatorial Optimization, 2001
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Hiroshi Nagamochi   +2 more
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Cones of alternating and cut submodular set functions

Combinatorica, 1989
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Multi-level facility location as the maximization of a submodular set function

European Journal of Operational Research, 2015
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Camilo Ortiz-Astorquiza   +2 more
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Rigid Network Design Via Submodular Set Function Optimization

IEEE Transactions on Network Science and Engineering, 2015
We consider the problem of constructing networks that exhibit desirable algebraic rigidity properties, which can provide significant performance improvements for associated formation shape control and localization tasks. We show that the network design problem can be formulated as a submodular set function optimization problem and propose greedy ...
Iman Shames, Tyler H. Summers
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Rough set methods in feature selection via submodular function

Soft Computing, 2016
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Xiaozhong Zhu   +2 more
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Submodular Function Minimization under a Submodular Set Covering Constraint

2011
In this paper, we consider the problem of minimizing a submodular function under a submodular set covering constraint. We propose an approximation algorithm for this problem by extending the algorithm of Iwata and Nagano [FOCS'09] for the set cover problem with a submodular cost function.
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Extractive Summarization using Cohesion Network Analysis and Submodular Set Functions

2020 22nd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), 2020
Numerous approaches have been introduced to automate the process of text summarization, but only few can be easily adapted to multiple languages. This paper introduces a multilingual text processing pipeline integrated in the open-source ReaderBench framework, which can be retrofit to cover more than 50 languages. While considering the extensibility of
Valentin Sergiu Cioaca   +2 more
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Extreme points of a set of contents majorized by a submodular set function

Archiv der Mathematik, 1992
The extreme points of the set of contents (finitely additive measures) on an algebra \(\mathcal A\), which are majorized by a submodular set function \(u\), have already been characterized for certain special cases [see \textit{J. Rosenmüller}, Arch. Math. 22, 420-430 (1971; Zbl 0237.28002), \textit{F. Dalbaen}, J. Math. Anal. Appl.
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