Performance guarantees of forward and reverse greedy algorithms for minimizing nonsupermodular nonsubmodular functions on a matroid

Author:

Karaca OrcunORCID,Tihanyi DanielORCID,Kamgarpour MaryamORCID

Publisher

Elsevier BV

Subject

Applied Mathematics,Industrial and Manufacturing Engineering,Management Science and Operations Research,Software

Reference25 articles.

1. Learning with submodular functions: a convex optimization perspective;Bach;Found. Trends Mach. Learn.,2013

2. Guarantees for greedy maximization of non-submodular functions with applications;Bian,2017

3. Weakly submodular maximization beyond cardinality constraints: does randomization help greedy?;Chen,2018

4. The reverse greedy algorithm for the metric k-median problem;Chrobak;Inf. Process. Lett.,2006

5. Submodularity in input node selection for networked linear systems: efficient algorithms for performance and controllability;Clark;IEEE Control Syst. Mag.,2017

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